Upload folder using huggingface_hub
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +0 -0
- configs/albedo.yaml +26 -0
- configs/cloud_height.yaml +21 -0
- configs/cloud_mask.yaml +16 -0
- configs/refl2prop.yaml +43 -0
- configs/refocus.yaml +19 -0
- logs/S2A_MSIL1C_20160105T143732_N0500_R096_T21PTT_20231028T010934/pipeline.log +26 -0
- logs/S2A_MSIL1C_20160111T012022_N0500_R031_T54SVC_20231014T003514/pipeline.log +26 -0
- logs/S2A_MSIL1C_20160130T183612_N0500_R027_T11RLP_20231015T155531/pipeline.log +35 -0
- logs/S2A_MSIL1C_20160204T143722_N0500_R096_T21PTT_20231013T165122/pipeline.log +27 -0
- logs/S2A_MSIL1C_20160210T011802_N0500_R031_T54SVC_20231008T004010/pipeline.log +27 -0
- logs/S2A_MSIL1C_20160229T183302_N0500_R027_T11RLP_20231015T063057/pipeline.log +34 -0
- logs/S2A_MSIL1C_20160305T143722_N0500_R096_T21PTT_20231018T005011/pipeline.log +26 -0
- logs/S2A_MSIL1C_20160311T011612_N0500_R031_T54SVC_20231013T094313/pipeline.log +27 -0
- logs/S2A_MSIL1C_20160330T183252_N0500_R027_T11RLP_20231012T083945/pipeline.log +34 -0
- logs/S2A_MSIL1C_20160504T143802_N0500_R096_T21PTT_20231003T083844/pipeline.log +27 -0
- logs/S2A_MSIL1C_20160510T011702_N0500_R031_T54SVC_20231002T170104/pipeline.log +27 -0
- logs/S2A_MSIL1C_20160517T213932_N0500_R143_T02KNG_20231008T194646/pipeline.log +36 -0
- logs/S2A_MSIL1C_20160529T182922_N0500_R027_T11RLP_20231010T170153/pipeline.log +36 -0
- logs/S2A_MSIL1C_20160606T213932_N0500_R143_T02KNG_20231016T033951/pipeline.log +33 -0
- logs/S2A_MSIL1C_20160618T182922_N0500_R027_T11RLP_20231008T072041/pipeline.log +33 -0
- logs/S2A_MSIL1C_20160619T011652_N0500_R031_T54SVC_20231007T033738/pipeline.log +27 -0
- logs/S2A_MSIL1C_20160623T143752_N0500_R096_T21PTT_20231007T194022/pipeline.log +27 -0
- logs/S2A_MSIL1C_20160713T143752_N0500_R096_T21PTT_20230929T112656/pipeline.log +27 -0
- logs/S2A_MSIL1C_20160716T213932_N0500_R143_T02KNG_20230929T114617/pipeline.log +34 -0
- logs/S2A_MSIL1C_20160728T182922_N0500_R027_T11RLP_20231005T183214/pipeline.log +33 -0
- logs/S2A_MSIL1C_20160729T011702_N0500_R031_T54SVC_20231001T235725/pipeline.log +27 -0
- logs/S2A_MSIL1C_20160804T181922_N0500_R127_T11RLP_20230922T173304/pipeline.log +34 -0
- logs/S2A_MSIL1C_20160805T213932_N0500_R143_T02KNG_20230924T045928/pipeline.log +33 -0
- logs/S2A_MSIL1C_20160812T143752_N0500_R096_T21PTT_20231024T043728/pipeline.log +26 -0
- logs/S2A_MSIL1C_20160818T011652_N0500_R031_T54SVC_20231003T233425/pipeline.log +26 -0
- logs/S2A_MSIL1C_20160906T182922_N0500_R027_T11RLP_20230929T071255/pipeline.log +26 -0
- logs/S2A_MSIL1C_20160911T143742_N0500_R096_T21PTT_20230923T171926/pipeline.log +27 -0
- logs/S2A_MSIL1C_20160914T213922_N0500_R143_T02KNG_20230929T052950/pipeline.log +27 -0
- logs/S2A_MSIL1C_20160927T011652_N0500_R031_T54SVC_20230929T162007/pipeline.log +27 -0
- logs/S2A_MSIL1C_20161004T213922_N0500_R143_T02KNG_20230922T095633/pipeline.log +27 -0
- logs/S2A_MSIL1C_20161016T183342_N0500_R027_T11RLP_20230928T094427/pipeline.log +27 -0
- logs/S2A_MSIL1C_20161027T012652_N0500_R031_T54SVC_20230929T083927/pipeline.log +27 -0
- logs/S2A_MSIL1C_20161031T143752_N0500_R096_T21PTT_20230928T192021/pipeline.log +27 -0
- logs/S2A_MSIL1C_20161105T183542_N0500_R027_T11RLP_20230922T013102/pipeline.log +27 -0
- logs/S2A_MSIL1C_20161106T011832_N0500_R031_T54SVC_20230926T161133/pipeline.log +27 -0
- logs/S2A_MSIL1C_20161110T143752_N0500_R096_T21PTT_20230926T092759/pipeline.log +26 -0
- logs/S2A_MSIL1C_20161113T213932_N0500_R143_T02KNG_20230921T162958/pipeline.log +27 -0
- logs/S2A_MSIL1C_20161213T213922_N0500_R143_T02KNG_20230916T002043/pipeline.log +27 -0
- logs/S2A_MSIL1C_20161215T183752_N0500_R027_T11RLP_20231031T003638/pipeline.log +27 -0
- logs/S2A_MSIL1C_20161226T012042_N0500_R031_T54SVC_20230923T002124/pipeline.log +27 -0
- logs/S2A_MSIL1C_20161230T143752_N0500_R096_T21PTT_20230922T032700/pipeline.log +27 -0
- logs/S2A_MSIL1C_20170102T213922_N0500_R143_T02KNG_20230916T024645/pipeline.log +26 -0
- logs/S2A_MSIL1C_20170119T143731_N0500_R096_T21PTT_20230915T050729/pipeline.log +27 -0
- logs/S2A_MSIL1C_20170124T183641_N0500_R027_T11RLP_20230917T174344/pipeline.log +27 -0
.gitattributes
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
configs/albedo.yaml
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
output_dir: null
|
| 2 |
+
working_resolution: null
|
| 3 |
+
output_resolution: 300
|
| 4 |
+
method: idw
|
| 5 |
+
fallback: datadriven
|
| 6 |
+
min_clear_fraction: 0.05
|
| 7 |
+
max_samples: 1000
|
| 8 |
+
window_m: 180.0
|
| 9 |
+
idw_cloud_mask_dilation_m: 1000.0
|
| 10 |
+
idw_k_neighbours: 8
|
| 11 |
+
idw_smoothing_m: 4000.0
|
| 12 |
+
model_path: /home/ali/.local/share/clouds-decoded/models/albedo_datadriven/default.pth
|
| 13 |
+
default_albedo:
|
| 14 |
+
B01: 0.03
|
| 15 |
+
B02: 0.05
|
| 16 |
+
B03: 0.03
|
| 17 |
+
B04: 0.03
|
| 18 |
+
B05: 0.02
|
| 19 |
+
B06: 0.02
|
| 20 |
+
B07: 0.02
|
| 21 |
+
B08: 0.02
|
| 22 |
+
B8A: 0.02
|
| 23 |
+
B09: 0.02
|
| 24 |
+
B10: 0.0
|
| 25 |
+
B11: 0.02
|
| 26 |
+
B12: 0.02
|
configs/cloud_height.yaml
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
output_dir: null
|
| 2 |
+
working_resolution: 10
|
| 3 |
+
output_resolution: 60
|
| 4 |
+
use_emulator: true
|
| 5 |
+
model_path: /home/ali/.local/share/clouds-decoded/models/cloud_height_emulator/default.pth
|
| 6 |
+
bands:
|
| 7 |
+
- B02
|
| 8 |
+
- B03
|
| 9 |
+
- B04
|
| 10 |
+
- B08
|
| 11 |
+
- B11
|
| 12 |
+
- B12
|
| 13 |
+
- B09
|
| 14 |
+
- B10
|
| 15 |
+
window_size:
|
| 16 |
+
- 1024
|
| 17 |
+
- 1024
|
| 18 |
+
overlap: 512
|
| 19 |
+
batch_size: 4
|
| 20 |
+
in_channels: 8
|
| 21 |
+
device: null
|
configs/cloud_mask.yaml
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
output_dir: null
|
| 2 |
+
working_resolution: 15
|
| 3 |
+
output_resolution: null
|
| 4 |
+
method: senseiv2
|
| 5 |
+
model_path: /home/ali/.local/share/clouds-decoded/models/cloud_mask/default.pt
|
| 6 |
+
device: null
|
| 7 |
+
batch_size: 8
|
| 8 |
+
stride: 170
|
| 9 |
+
reclassify_embedded_shadow: true
|
| 10 |
+
shadow_reclassify_radius: 50
|
| 11 |
+
cloud_mask_classes:
|
| 12 |
+
- 1
|
| 13 |
+
- 2
|
| 14 |
+
cloud_mask_threshold: 0.2
|
| 15 |
+
threshold_band: B08
|
| 16 |
+
threshold_value: 0.06
|
configs/refl2prop.yaml
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
output_dir: null
|
| 2 |
+
working_resolution: 60
|
| 3 |
+
output_resolution: 60
|
| 4 |
+
method: standard
|
| 5 |
+
bands:
|
| 6 |
+
- B01
|
| 7 |
+
- B02
|
| 8 |
+
- B03
|
| 9 |
+
- B04
|
| 10 |
+
- B05
|
| 11 |
+
- B06
|
| 12 |
+
- B07
|
| 13 |
+
- B08
|
| 14 |
+
- B8A
|
| 15 |
+
- B11
|
| 16 |
+
- B12
|
| 17 |
+
model_path: /home/ali/.local/share/clouds-decoded/models/refl2prop/default.pth
|
| 18 |
+
return_uncertainty: true
|
| 19 |
+
mask_invalid_height: true
|
| 20 |
+
batch_size: 32768
|
| 21 |
+
output_size: 4
|
| 22 |
+
norm_height_offset: 0.0
|
| 23 |
+
norm_height_scale: 1000.0
|
| 24 |
+
default_albedo:
|
| 25 |
+
B01: 0.03
|
| 26 |
+
B02: 0.05
|
| 27 |
+
B03: 0.03
|
| 28 |
+
B04: 0.03
|
| 29 |
+
B05: 0.02
|
| 30 |
+
B06: 0.02
|
| 31 |
+
B07: 0.02
|
| 32 |
+
B08: 0.02
|
| 33 |
+
B8A: 0.02
|
| 34 |
+
B09: 0.02
|
| 35 |
+
B10: 0.0
|
| 36 |
+
B11: 0.02
|
| 37 |
+
B12: 0.02
|
| 38 |
+
default_shading_ratio: 0.5
|
| 39 |
+
output_feature_names:
|
| 40 |
+
- tau
|
| 41 |
+
- ice_liq_ratio
|
| 42 |
+
- r_eff_liq
|
| 43 |
+
- r_eff_ice
|
configs/refocus.yaml
ADDED
|
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
output_dir: null
|
| 2 |
+
working_resolution: null
|
| 3 |
+
output_resolution: 60
|
| 4 |
+
reference_band: B02
|
| 5 |
+
bands:
|
| 6 |
+
- B01
|
| 7 |
+
- B02
|
| 8 |
+
- B03
|
| 9 |
+
- B04
|
| 10 |
+
- B05
|
| 11 |
+
- B06
|
| 12 |
+
- B07
|
| 13 |
+
- B08
|
| 14 |
+
- B8A
|
| 15 |
+
- B11
|
| 16 |
+
- B12
|
| 17 |
+
save_refocused: false
|
| 18 |
+
interpolation_order: 1
|
| 19 |
+
height_interpolation_order: 1
|
logs/S2A_MSIL1C_20160105T143732_N0500_R096_T21PTT_20231028T010934/pipeline.log
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T19:36:48.814227 ---
|
| 3 |
+
2026-03-26T19:36:48 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T19:36:48 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160105T143732_N0500_R096_T21PTT_20231028T010934
|
| 6 |
+
2026-03-26T19:36:48 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T19:38:46 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T19:38:47 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T19:40:06 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1606110/5655340 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T19:40:07 clouds_decoded.project INFO [cloud_mask] Completed in 80.9s
|
| 11 |
+
2026-03-26T19:40:10 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T19:40:44 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 36.8 seconds
|
| 13 |
+
2026-03-26T19:41:09 clouds_decoded.project INFO [cloud_height] Completed in 61.2s
|
| 14 |
+
2026-03-26T19:41:10 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 73.9%
|
| 15 |
+
2026-03-26T19:41:13 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 16 |
+
2026-03-26T19:41:16 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 17 |
+
2026-03-26T19:41:16 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 18 |
+
2026-03-26T19:41:17 clouds_decoded.project INFO [albedo] Completed in 8.1s
|
| 19 |
+
2026-03-26T19:41:17 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 20 |
+
2026-03-26T19:42:19 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 21 |
+
2026-03-26T19:42:19 clouds_decoded.project INFO [refocus] Completed in 62.5s
|
| 22 |
+
2026-03-26T19:42:19 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 23 |
+
2026-03-26T19:42:20 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 24 |
+
2026-03-26T19:42:22 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 25 |
+
2026-03-26T19:42:39 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 26 |
+
2026-03-26T19:42:40 clouds_decoded.project INFO [cloud_properties] Completed in 20.3s
|
logs/S2A_MSIL1C_20160111T012022_N0500_R031_T54SVC_20231014T003514/pipeline.log
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T22:46:29.871036 ---
|
| 3 |
+
2026-03-26T22:46:29 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T22:46:29 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160111T012022_N0500_R031_T54SVC_20231014T003514
|
| 6 |
+
2026-03-26T22:46:29 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T22:49:35 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T22:49:36 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T22:50:05 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 2212516/3485213 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T22:50:06 clouds_decoded.project INFO [cloud_mask] Completed in 31.6s
|
| 11 |
+
2026-03-26T22:50:09 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T22:50:47 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 41.1 seconds
|
| 13 |
+
2026-03-26T22:50:54 clouds_decoded.project INFO [cloud_height] Completed in 47.7s
|
| 14 |
+
2026-03-26T22:50:57 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 28.7%
|
| 15 |
+
2026-03-26T22:51:03 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 16 |
+
2026-03-26T22:51:06 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 17 |
+
2026-03-26T22:51:06 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 18 |
+
2026-03-26T22:51:06 clouds_decoded.project INFO [albedo] Completed in 12.1s
|
| 19 |
+
2026-03-26T22:51:06 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 20 |
+
2026-03-26T22:51:34 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 21 |
+
2026-03-26T22:51:34 clouds_decoded.project INFO [refocus] Completed in 28.1s
|
| 22 |
+
2026-03-26T22:51:34 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 23 |
+
2026-03-26T22:51:35 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 24 |
+
2026-03-26T22:51:35 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 25 |
+
2026-03-26T22:51:42 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 26 |
+
2026-03-26T22:51:44 clouds_decoded.project INFO [cloud_properties] Completed in 9.5s
|
logs/S2A_MSIL1C_20160130T183612_N0500_R027_T11RLP_20231015T155531/pipeline.log
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T17:48:14.643216 ---
|
| 3 |
+
2026-03-26T17:48:14 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T17:48:14 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160130T183612_N0500_R027_T11RLP_20231015T155531
|
| 6 |
+
2026-03-26T17:48:14 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T17:51:42 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T17:52:58 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T17:53:57 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1322793/1334469 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T17:53:59 clouds_decoded.project INFO [cloud_mask] Completed in 136.7s
|
| 11 |
+
|
| 12 |
+
--- Run started 2026-03-26T18:01:40.814697 ---
|
| 13 |
+
2026-03-26T18:01:40 clouds_decoded.project INFO
|
| 14 |
+
============================================================
|
| 15 |
+
2026-03-26T18:01:40 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160130T183612_N0500_R027_T11RLP_20231015T155531
|
| 16 |
+
2026-03-26T18:01:40 clouds_decoded.project INFO ============================================================
|
| 17 |
+
2026-03-26T18:01:40 clouds_decoded.project INFO [cloud_mask] Skipping (already complete, config unchanged)
|
| 18 |
+
2026-03-26T18:01:45 clouds_decoded.modules.cloud_height_emulator.processor INFO Loading Cloud Height Emulator model on cuda
|
| 19 |
+
2026-03-26T18:01:46 clouds_decoded.modules.cloud_height_emulator.processor INFO Loading checkpoint from /home/ali/.local/share/clouds-decoded/models/cloud_height_emulator/default.pth
|
| 20 |
+
2026-03-26T18:01:53 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 21 |
+
2026-03-26T18:02:17 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 32.4 seconds
|
| 22 |
+
2026-03-26T18:02:22 clouds_decoded.project INFO [cloud_height] Completed in 36.8s
|
| 23 |
+
2026-03-26T18:02:24 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 8.6%
|
| 24 |
+
2026-03-26T18:02:29 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 25 |
+
2026-03-26T18:02:31 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 26 |
+
2026-03-26T18:02:31 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 27 |
+
2026-03-26T18:02:32 clouds_decoded.project INFO [albedo] Completed in 10.2s
|
| 28 |
+
2026-03-26T18:02:32 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 29 |
+
2026-03-26T18:02:58 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 30 |
+
2026-03-26T18:02:58 clouds_decoded.project INFO [refocus] Completed in 26.1s
|
| 31 |
+
2026-03-26T18:02:58 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 32 |
+
2026-03-26T18:02:58 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 33 |
+
2026-03-26T18:02:59 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 34 |
+
2026-03-26T18:03:06 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 35 |
+
2026-03-26T18:03:08 clouds_decoded.project INFO [cloud_properties] Completed in 10.5s
|
logs/S2A_MSIL1C_20160204T143722_N0500_R096_T21PTT_20231013T165122/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T19:37:24.213042 ---
|
| 3 |
+
2026-03-26T19:37:24 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T19:37:24 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160204T143722_N0500_R096_T21PTT_20231013T165122
|
| 6 |
+
2026-03-26T19:37:24 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T19:40:07 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T19:40:08 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T19:41:10 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 2567588/2761151 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T19:41:11 clouds_decoded.project INFO [cloud_mask] Completed in 63.6s
|
| 11 |
+
2026-03-26T19:41:15 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T19:41:59 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 47.6 seconds
|
| 13 |
+
2026-03-26T19:42:09 clouds_decoded.project INFO [cloud_height] Completed in 57.7s
|
| 14 |
+
2026-03-26T19:42:11 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 3.2%
|
| 15 |
+
2026-03-26T19:42:11 clouds_decoded.modules.albedo_estimator.processor WARNING Clear fraction 3.2% < threshold 5%. Running fallback.
|
| 16 |
+
2026-03-26T19:42:11 clouds_decoded.modules.albedo_estimator.processor INFO Using data-driven MLP fallback
|
| 17 |
+
2026-03-26T19:42:12 clouds_decoded.modules.albedo_estimator.datadriven.processor WARNING Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
|
| 18 |
+
2026-03-26T19:42:12 clouds_decoded.modules.albedo_estimator.datadriven.processor INFO Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
|
| 19 |
+
2026-03-26T19:42:12 clouds_decoded.project INFO [albedo] Completed in 2.8s
|
| 20 |
+
2026-03-26T19:42:12 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T19:43:01 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T19:43:01 clouds_decoded.project INFO [refocus] Completed in 49.5s
|
| 23 |
+
2026-03-26T19:43:01 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T19:43:02 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T19:43:03 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T19:43:19 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T19:43:21 clouds_decoded.project INFO [cloud_properties] Completed in 19.8s
|
logs/S2A_MSIL1C_20160210T011802_N0500_R031_T54SVC_20231008T004010/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T22:47:41.419625 ---
|
| 3 |
+
2026-03-26T22:47:41 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T22:47:41 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160210T011802_N0500_R031_T54SVC_20231008T004010
|
| 6 |
+
2026-03-26T22:47:41 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T22:50:06 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T22:50:07 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T22:50:53 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 4333788/6772428 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T22:50:54 clouds_decoded.project INFO [cloud_mask] Completed in 47.3s
|
| 11 |
+
2026-03-26T22:50:57 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T22:50:57 clouds_decoded.sliding_window INFO Sliding window: skipping 20/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T22:51:25 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 31.2 seconds
|
| 14 |
+
2026-03-26T22:51:28 clouds_decoded.project INFO [cloud_height] Completed in 34.1s
|
| 15 |
+
2026-03-26T22:51:30 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 45.8%
|
| 16 |
+
2026-03-26T22:51:37 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T22:51:39 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T22:51:40 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T22:51:53 clouds_decoded.project INFO [albedo] Completed in 24.4s
|
| 20 |
+
2026-03-26T22:51:53 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T22:53:28 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T22:53:28 clouds_decoded.project INFO [refocus] Completed in 95.1s
|
| 23 |
+
2026-03-26T22:53:28 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T22:53:28 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T22:53:28 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T22:53:33 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T22:53:35 clouds_decoded.project INFO [cloud_properties] Completed in 7.1s
|
logs/S2A_MSIL1C_20160229T183302_N0500_R027_T11RLP_20231015T063057/pipeline.log
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T17:49:15.213473 ---
|
| 3 |
+
2026-03-26T17:49:15 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T17:49:15 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160229T183302_N0500_R027_T11RLP_20231015T063057
|
| 6 |
+
2026-03-26T17:49:15 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T17:53:59 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T17:54:00 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T17:54:56 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 196456/204313 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T17:55:45 clouds_decoded.project INFO [cloud_mask] Completed in 105.9s
|
| 11 |
+
|
| 12 |
+
--- Run started 2026-03-26T18:01:45.260864 ---
|
| 13 |
+
2026-03-26T18:01:45 clouds_decoded.project INFO
|
| 14 |
+
============================================================
|
| 15 |
+
2026-03-26T18:01:45 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160229T183302_N0500_R027_T11RLP_20231015T063057
|
| 16 |
+
2026-03-26T18:01:45 clouds_decoded.project INFO ============================================================
|
| 17 |
+
2026-03-26T18:01:45 clouds_decoded.project INFO [cloud_mask] Skipping (already complete, config unchanged)
|
| 18 |
+
2026-03-26T18:02:24 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 19 |
+
2026-03-26T18:02:24 clouds_decoded.sliding_window INFO Sliding window: skipping 376/484 windows (no True pixels in skip_mask)
|
| 20 |
+
2026-03-26T18:02:32 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 10.3 seconds
|
| 21 |
+
2026-03-26T18:02:36 clouds_decoded.project INFO [cloud_height] Completed in 14.0s
|
| 22 |
+
2026-03-26T18:02:38 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 91.9%
|
| 23 |
+
2026-03-26T18:02:43 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 24 |
+
2026-03-26T18:02:46 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 25 |
+
2026-03-26T18:02:47 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 26 |
+
2026-03-26T18:02:47 clouds_decoded.project INFO [albedo] Completed in 11.2s
|
| 27 |
+
2026-03-26T18:02:47 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 28 |
+
2026-03-26T18:03:16 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 29 |
+
2026-03-26T18:03:16 clouds_decoded.project INFO [refocus] Completed in 29.7s
|
| 30 |
+
2026-03-26T18:03:17 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 31 |
+
2026-03-26T18:03:17 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 32 |
+
2026-03-26T18:03:18 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 33 |
+
2026-03-26T18:03:25 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 34 |
+
2026-03-26T18:03:26 clouds_decoded.project INFO [cloud_properties] Completed in 9.2s
|
logs/S2A_MSIL1C_20160305T143722_N0500_R096_T21PTT_20231018T005011/pipeline.log
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T19:38:05.805155 ---
|
| 3 |
+
2026-03-26T19:38:05 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T19:38:05 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160305T143722_N0500_R096_T21PTT_20231018T005011
|
| 6 |
+
2026-03-26T19:38:05 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T19:41:11 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T19:41:11 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T19:42:07 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1448037/3814441 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T19:42:09 clouds_decoded.project INFO [cloud_mask] Completed in 57.6s
|
| 11 |
+
2026-03-26T19:42:12 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T19:42:40 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 31.2 seconds
|
| 13 |
+
2026-03-26T19:42:54 clouds_decoded.project INFO [cloud_height] Completed in 45.1s
|
| 14 |
+
2026-03-26T19:42:56 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 71.2%
|
| 15 |
+
2026-03-26T19:43:00 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 16 |
+
2026-03-26T19:43:04 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 17 |
+
2026-03-26T19:43:04 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 18 |
+
2026-03-26T19:43:05 clouds_decoded.project INFO [albedo] Completed in 10.5s
|
| 19 |
+
2026-03-26T19:43:05 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 20 |
+
2026-03-26T19:43:30 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 21 |
+
2026-03-26T19:43:30 clouds_decoded.project INFO [refocus] Completed in 25.6s
|
| 22 |
+
2026-03-26T19:43:30 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 23 |
+
2026-03-26T19:43:30 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 24 |
+
2026-03-26T19:43:31 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 25 |
+
2026-03-26T19:43:37 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 26 |
+
2026-03-26T19:43:39 clouds_decoded.project INFO [cloud_properties] Completed in 8.7s
|
logs/S2A_MSIL1C_20160311T011612_N0500_R031_T54SVC_20231013T094313/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T22:48:32.410111 ---
|
| 3 |
+
2026-03-26T22:48:32 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T22:48:32 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160311T011612_N0500_R031_T54SVC_20231013T094313
|
| 6 |
+
2026-03-26T22:48:32 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T22:50:54 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T22:50:54 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T22:51:27 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 2021054/2021054 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T22:51:28 clouds_decoded.project INFO [cloud_mask] Completed in 34.0s
|
| 11 |
+
2026-03-26T22:51:31 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T22:51:51 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 22.7 seconds
|
| 13 |
+
2026-03-26T22:51:54 clouds_decoded.project INFO [cloud_height] Completed in 25.9s
|
| 14 |
+
2026-03-26T22:51:56 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 0.0%
|
| 15 |
+
2026-03-26T22:51:56 clouds_decoded.modules.albedo_estimator.processor WARNING Clear fraction 0.0% < threshold 5%. Running fallback.
|
| 16 |
+
2026-03-26T22:51:56 clouds_decoded.modules.albedo_estimator.processor INFO Using data-driven MLP fallback
|
| 17 |
+
2026-03-26T22:51:56 clouds_decoded.modules.albedo_estimator.datadriven.processor WARNING Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
|
| 18 |
+
2026-03-26T22:51:56 clouds_decoded.modules.albedo_estimator.datadriven.processor INFO Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
|
| 19 |
+
2026-03-26T22:51:57 clouds_decoded.project INFO [albedo] Completed in 2.3s
|
| 20 |
+
2026-03-26T22:51:57 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T22:53:41 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T22:53:41 clouds_decoded.project INFO [refocus] Completed in 104.7s
|
| 23 |
+
2026-03-26T22:53:41 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T22:53:42 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T22:53:43 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T22:53:57 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T22:53:59 clouds_decoded.project INFO [cloud_properties] Completed in 17.9s
|
logs/S2A_MSIL1C_20160330T183252_N0500_R027_T11RLP_20231012T083945/pipeline.log
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T17:50:56.711327 ---
|
| 3 |
+
2026-03-26T17:50:56 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T17:50:56 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160330T183252_N0500_R027_T11RLP_20231012T083945
|
| 6 |
+
2026-03-26T17:50:56 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T17:55:45 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T17:57:42 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T18:00:19 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1874914/2349916 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T18:00:21 clouds_decoded.project INFO [cloud_mask] Completed in 275.5s
|
| 11 |
+
|
| 12 |
+
--- Run started 2026-03-26T18:01:49.420455 ---
|
| 13 |
+
2026-03-26T18:01:49 clouds_decoded.project INFO
|
| 14 |
+
============================================================
|
| 15 |
+
2026-03-26T18:01:49 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160330T183252_N0500_R027_T11RLP_20231012T083945
|
| 16 |
+
2026-03-26T18:01:49 clouds_decoded.project INFO ============================================================
|
| 17 |
+
2026-03-26T18:01:49 clouds_decoded.project INFO [cloud_mask] Skipping (already complete, config unchanged)
|
| 18 |
+
2026-03-26T18:02:38 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 19 |
+
2026-03-26T18:02:38 clouds_decoded.sliding_window INFO Sliding window: skipping 47/484 windows (no True pixels in skip_mask)
|
| 20 |
+
2026-03-26T18:02:55 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 19.1 seconds
|
| 21 |
+
2026-03-26T18:02:58 clouds_decoded.project INFO [cloud_height] Completed in 22.6s
|
| 22 |
+
2026-03-26T18:03:01 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 34.6%
|
| 23 |
+
2026-03-26T18:03:05 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 24 |
+
2026-03-26T18:03:11 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 25 |
+
2026-03-26T18:03:11 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 26 |
+
2026-03-26T18:03:12 clouds_decoded.project INFO [albedo] Completed in 13.4s
|
| 27 |
+
2026-03-26T18:03:12 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 28 |
+
2026-03-26T18:03:37 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 29 |
+
2026-03-26T18:03:37 clouds_decoded.project INFO [refocus] Completed in 25.5s
|
| 30 |
+
2026-03-26T18:03:37 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 31 |
+
2026-03-26T18:03:37 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 32 |
+
2026-03-26T18:03:38 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 33 |
+
2026-03-26T18:03:40 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 34 |
+
2026-03-26T18:03:41 clouds_decoded.project INFO [cloud_properties] Completed in 3.7s
|
logs/S2A_MSIL1C_20160504T143802_N0500_R096_T21PTT_20231003T083844/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T19:38:47.007176 ---
|
| 3 |
+
2026-03-26T19:38:47 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T19:38:47 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160504T143802_N0500_R096_T21PTT_20231003T083844
|
| 6 |
+
2026-03-26T19:38:47 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T19:42:09 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T19:42:09 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T19:42:53 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 514498/3190987 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T19:42:54 clouds_decoded.project INFO [cloud_mask] Completed in 45.6s
|
| 11 |
+
2026-03-26T19:42:57 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T19:42:57 clouds_decoded.sliding_window INFO Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T19:43:19 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 25.2 seconds
|
| 14 |
+
2026-03-26T19:43:22 clouds_decoded.project INFO [cloud_height] Completed in 28.3s
|
| 15 |
+
2026-03-26T19:43:24 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 87.6%
|
| 16 |
+
2026-03-26T19:43:28 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T19:43:30 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T19:43:30 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T19:43:31 clouds_decoded.project INFO [albedo] Completed in 8.2s
|
| 20 |
+
2026-03-26T19:43:31 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T19:44:45 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T19:44:45 clouds_decoded.project INFO [refocus] Completed in 74.8s
|
| 23 |
+
2026-03-26T19:44:46 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T19:44:46 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T19:44:48 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T19:45:04 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T19:45:04 clouds_decoded.project INFO [cloud_properties] Completed in 18.3s
|
logs/S2A_MSIL1C_20160510T011702_N0500_R031_T54SVC_20231002T170104/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T22:49:35.220754 ---
|
| 3 |
+
2026-03-26T22:49:35 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T22:49:35 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160510T011702_N0500_R031_T54SVC_20231002T170104
|
| 6 |
+
2026-03-26T22:49:35 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T22:51:28 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T22:51:28 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T22:51:58 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1335285/1335285 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T22:52:00 clouds_decoded.project INFO [cloud_mask] Completed in 32.2s
|
| 11 |
+
2026-03-26T22:52:54 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T22:53:15 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 74.7 seconds
|
| 13 |
+
2026-03-26T22:53:28 clouds_decoded.project INFO [cloud_height] Completed in 87.7s
|
| 14 |
+
2026-03-26T22:53:30 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 0.0%
|
| 15 |
+
2026-03-26T22:53:30 clouds_decoded.modules.albedo_estimator.processor WARNING Clear fraction 0.0% < threshold 5%. Running fallback.
|
| 16 |
+
2026-03-26T22:53:30 clouds_decoded.modules.albedo_estimator.processor INFO Using data-driven MLP fallback
|
| 17 |
+
2026-03-26T22:53:30 clouds_decoded.modules.albedo_estimator.datadriven.processor WARNING Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
|
| 18 |
+
2026-03-26T22:53:30 clouds_decoded.modules.albedo_estimator.datadriven.processor INFO Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
|
| 19 |
+
2026-03-26T22:53:30 clouds_decoded.project INFO [albedo] Completed in 2.3s
|
| 20 |
+
2026-03-26T22:53:30 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T22:54:05 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T22:54:05 clouds_decoded.project INFO [refocus] Completed in 35.3s
|
| 23 |
+
2026-03-26T22:54:05 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T22:54:05 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T22:54:06 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T22:54:10 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T22:54:13 clouds_decoded.project INFO [cloud_properties] Completed in 7.6s
|
logs/S2A_MSIL1C_20160517T213932_N0500_R143_T02KNG_20231008T194646/pipeline.log
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T11:12:42.789904 ---
|
| 3 |
+
2026-03-26T11:12:42 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T11:12:42 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160517T213932_N0500_R143_T02KNG_20231008T194646
|
| 6 |
+
2026-03-26T11:12:42 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T11:26:52 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
|
| 9 |
+
--- Run started 2026-03-26T15:21:15.716191 ---
|
| 10 |
+
2026-03-26T15:21:15 clouds_decoded.project INFO
|
| 11 |
+
============================================================
|
| 12 |
+
2026-03-26T15:21:15 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160517T213932_N0500_R143_T02KNG_20231008T194646
|
| 13 |
+
2026-03-26T15:21:15 clouds_decoded.project INFO ============================================================
|
| 14 |
+
2026-03-26T15:21:18 clouds_decoded.modules.cloud_mask.processor INFO Loading SegFormerB2-S2-unambiguous cloud mask model on cuda
|
| 15 |
+
2026-03-26T15:21:22 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 16 |
+
2026-03-26T15:21:23 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 17 |
+
2026-03-26T15:21:43 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 945155/3790536 shadow pixels reclassified as thick cloud (window=101px)
|
| 18 |
+
2026-03-26T15:21:44 clouds_decoded.project INFO [cloud_mask] Completed in 26.5s
|
| 19 |
+
2026-03-26T15:21:44 clouds_decoded.modules.cloud_height_emulator.processor INFO Loading Cloud Height Emulator model on cuda
|
| 20 |
+
2026-03-26T15:21:45 clouds_decoded.modules.cloud_height_emulator.processor INFO Loading checkpoint from /home/ali/.local/share/clouds-decoded/models/cloud_height_emulator/default.pth
|
| 21 |
+
2026-03-26T15:21:47 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 22 |
+
2026-03-26T15:22:08 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 23.3 seconds
|
| 23 |
+
2026-03-26T15:22:11 clouds_decoded.project INFO [cloud_height] Completed in 26.6s
|
| 24 |
+
2026-03-26T15:22:13 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 78.0%
|
| 25 |
+
2026-03-26T15:22:15 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 26 |
+
2026-03-26T15:22:17 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 27 |
+
2026-03-26T15:22:18 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 28 |
+
2026-03-26T15:22:18 clouds_decoded.project INFO [albedo] Completed in 6.8s
|
| 29 |
+
2026-03-26T15:22:18 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 30 |
+
2026-03-26T15:22:42 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 31 |
+
2026-03-26T15:22:42 clouds_decoded.project INFO [refocus] Completed in 23.8s
|
| 32 |
+
2026-03-26T15:22:42 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 33 |
+
2026-03-26T15:22:42 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 34 |
+
2026-03-26T15:22:42 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 35 |
+
2026-03-26T15:22:44 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 36 |
+
2026-03-26T15:22:45 clouds_decoded.project INFO [cloud_properties] Completed in 2.9s
|
logs/S2A_MSIL1C_20160529T182922_N0500_R027_T11RLP_20231010T170153/pipeline.log
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T17:51:42.921976 ---
|
| 3 |
+
2026-03-26T17:51:42 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T17:51:42 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160529T182922_N0500_R027_T11RLP_20231010T170153
|
| 6 |
+
2026-03-26T17:51:42 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T18:00:22 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T18:00:24 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
|
| 10 |
+
--- Run started 2026-03-26T18:01:57.809117 ---
|
| 11 |
+
2026-03-26T18:01:57 clouds_decoded.project INFO
|
| 12 |
+
============================================================
|
| 13 |
+
2026-03-26T18:01:57 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160529T182922_N0500_R027_T11RLP_20231010T170153
|
| 14 |
+
2026-03-26T18:01:57 clouds_decoded.project INFO ============================================================
|
| 15 |
+
2026-03-26T18:02:02 clouds_decoded.modules.cloud_mask.processor INFO Loading SegFormerB2-S2-unambiguous cloud mask model on cuda
|
| 16 |
+
2026-03-26T18:02:08 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 17 |
+
2026-03-26T18:02:08 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 18 |
+
2026-03-26T18:02:56 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1076407/1091688 shadow pixels reclassified as thick cloud (window=101px)
|
| 19 |
+
2026-03-26T18:02:59 clouds_decoded.project INFO [cloud_mask] Completed in 56.4s
|
| 20 |
+
2026-03-26T18:03:02 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 21 |
+
2026-03-26T18:03:31 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 32.2 seconds
|
| 22 |
+
2026-03-26T18:03:35 clouds_decoded.project INFO [cloud_height] Completed in 35.8s
|
| 23 |
+
2026-03-26T18:03:37 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 1.4%
|
| 24 |
+
2026-03-26T18:03:37 clouds_decoded.modules.albedo_estimator.processor WARNING Clear fraction 1.4% < threshold 5%. Running fallback.
|
| 25 |
+
2026-03-26T18:03:37 clouds_decoded.modules.albedo_estimator.processor INFO Using data-driven MLP fallback
|
| 26 |
+
2026-03-26T18:03:37 clouds_decoded.modules.albedo_estimator.datadriven.processor WARNING Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
|
| 27 |
+
2026-03-26T18:03:37 clouds_decoded.modules.albedo_estimator.datadriven.processor INFO Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
|
| 28 |
+
2026-03-26T18:03:37 clouds_decoded.project INFO [albedo] Completed in 2.8s
|
| 29 |
+
2026-03-26T18:03:37 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 30 |
+
2026-03-26T18:03:58 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 31 |
+
2026-03-26T18:03:58 clouds_decoded.project INFO [refocus] Completed in 20.1s
|
| 32 |
+
2026-03-26T18:03:58 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 33 |
+
2026-03-26T18:03:58 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 34 |
+
2026-03-26T18:03:58 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 35 |
+
2026-03-26T18:04:03 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 36 |
+
2026-03-26T18:04:06 clouds_decoded.project INFO [cloud_properties] Completed in 8.1s
|
logs/S2A_MSIL1C_20160606T213932_N0500_R143_T02KNG_20231016T033951/pipeline.log
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T11:14:44.673962 ---
|
| 3 |
+
2026-03-26T11:14:44 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T11:14:44 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160606T213932_N0500_R143_T02KNG_20231016T033951
|
| 6 |
+
2026-03-26T11:14:44 clouds_decoded.project INFO ============================================================
|
| 7 |
+
|
| 8 |
+
--- Run started 2026-03-26T15:21:18.503310 ---
|
| 9 |
+
2026-03-26T15:21:18 clouds_decoded.project INFO
|
| 10 |
+
============================================================
|
| 11 |
+
2026-03-26T15:21:18 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160606T213932_N0500_R143_T02KNG_20231016T033951
|
| 12 |
+
2026-03-26T15:21:18 clouds_decoded.project INFO ============================================================
|
| 13 |
+
2026-03-26T15:21:44 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 14 |
+
2026-03-26T15:21:45 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 15 |
+
2026-03-26T15:22:14 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1382767/2239875 shadow pixels reclassified as thick cloud (window=101px)
|
| 16 |
+
2026-03-26T15:22:14 clouds_decoded.project INFO [cloud_mask] Completed in 30.0s
|
| 17 |
+
2026-03-26T15:22:17 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 18 |
+
2026-03-26T15:22:17 clouds_decoded.sliding_window INFO Sliding window: skipping 7/484 windows (no True pixels in skip_mask)
|
| 19 |
+
2026-03-26T15:22:40 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 25.0 seconds
|
| 20 |
+
2026-03-26T15:22:43 clouds_decoded.project INFO [cloud_height] Completed in 28.5s
|
| 21 |
+
2026-03-26T15:22:45 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 30.8%
|
| 22 |
+
2026-03-26T15:22:47 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 23 |
+
2026-03-26T15:22:49 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 24 |
+
2026-03-26T15:22:50 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 25 |
+
2026-03-26T15:22:50 clouds_decoded.project INFO [albedo] Completed in 6.9s
|
| 26 |
+
2026-03-26T15:22:50 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 27 |
+
2026-03-26T15:23:14 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 28 |
+
2026-03-26T15:23:14 clouds_decoded.project INFO [refocus] Completed in 23.7s
|
| 29 |
+
2026-03-26T15:23:14 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 30 |
+
2026-03-26T15:23:14 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 31 |
+
2026-03-26T15:23:14 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 32 |
+
2026-03-26T15:23:16 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 33 |
+
2026-03-26T15:23:16 clouds_decoded.project INFO [cloud_properties] Completed in 2.9s
|
logs/S2A_MSIL1C_20160618T182922_N0500_R027_T11RLP_20231008T072041/pipeline.log
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T17:53:59.608494 ---
|
| 3 |
+
2026-03-26T17:53:59 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T17:53:59 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160618T182922_N0500_R027_T11RLP_20231008T072041
|
| 6 |
+
2026-03-26T17:53:59 clouds_decoded.project INFO ============================================================
|
| 7 |
+
|
| 8 |
+
--- Run started 2026-03-26T18:02:02.814728 ---
|
| 9 |
+
2026-03-26T18:02:02 clouds_decoded.project INFO
|
| 10 |
+
============================================================
|
| 11 |
+
2026-03-26T18:02:02 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160618T182922_N0500_R027_T11RLP_20231008T072041
|
| 12 |
+
2026-03-26T18:02:02 clouds_decoded.project INFO ============================================================
|
| 13 |
+
2026-03-26T18:02:59 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 14 |
+
2026-03-26T18:02:59 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 15 |
+
2026-03-26T18:03:41 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 3538801/5930441 shadow pixels reclassified as thick cloud (window=101px)
|
| 16 |
+
2026-03-26T18:03:42 clouds_decoded.project INFO [cloud_mask] Completed in 43.6s
|
| 17 |
+
2026-03-26T18:03:45 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 18 |
+
2026-03-26T18:03:45 clouds_decoded.sliding_window INFO Sliding window: skipping 5/484 windows (no True pixels in skip_mask)
|
| 19 |
+
2026-03-26T18:04:10 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 28.0 seconds
|
| 20 |
+
2026-03-26T18:04:14 clouds_decoded.project INFO [cloud_height] Completed in 31.3s
|
| 21 |
+
2026-03-26T18:04:16 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 33.5%
|
| 22 |
+
2026-03-26T18:04:19 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 23 |
+
2026-03-26T18:04:21 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 24 |
+
2026-03-26T18:04:21 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 25 |
+
2026-03-26T18:04:21 clouds_decoded.project INFO [albedo] Completed in 7.6s
|
| 26 |
+
2026-03-26T18:04:21 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 27 |
+
2026-03-26T18:05:13 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 28 |
+
2026-03-26T18:05:13 clouds_decoded.project INFO [refocus] Completed in 51.2s
|
| 29 |
+
2026-03-26T18:05:13 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 30 |
+
2026-03-26T18:05:13 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 31 |
+
2026-03-26T18:05:13 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 32 |
+
2026-03-26T18:05:16 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 33 |
+
2026-03-26T18:05:17 clouds_decoded.project INFO [cloud_properties] Completed in 4.8s
|
logs/S2A_MSIL1C_20160619T011652_N0500_R031_T54SVC_20231007T033738/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T22:50:06.843665 ---
|
| 3 |
+
2026-03-26T22:50:06 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T22:50:06 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160619T011652_N0500_R031_T54SVC_20231007T033738
|
| 6 |
+
2026-03-26T22:50:06 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T22:52:00 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T22:52:05 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T22:53:25 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1456907/1827029 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T22:53:28 clouds_decoded.project INFO [cloud_mask] Completed in 88.6s
|
| 11 |
+
2026-03-26T22:53:33 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T22:53:33 clouds_decoded.sliding_window INFO Sliding window: skipping 85/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T22:53:58 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 29.7 seconds
|
| 14 |
+
2026-03-26T22:54:02 clouds_decoded.project INFO [cloud_height] Completed in 33.1s
|
| 15 |
+
2026-03-26T22:54:03 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 45.5%
|
| 16 |
+
2026-03-26T22:54:08 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T22:54:10 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T22:54:11 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T22:54:12 clouds_decoded.project INFO [albedo] Completed in 9.8s
|
| 20 |
+
2026-03-26T22:54:12 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T22:55:06 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T22:55:06 clouds_decoded.project INFO [refocus] Completed in 54.1s
|
| 23 |
+
2026-03-26T22:55:06 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T22:55:06 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T22:55:07 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T22:55:10 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T22:55:12 clouds_decoded.project INFO [cloud_properties] Completed in 5.8s
|
logs/S2A_MSIL1C_20160623T143752_N0500_R096_T21PTT_20231007T194022/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T19:40:07.914755 ---
|
| 3 |
+
2026-03-26T19:40:07 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T19:40:07 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160623T143752_N0500_R096_T21PTT_20231007T194022
|
| 6 |
+
2026-03-26T19:40:07 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T19:42:54 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T19:42:55 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T19:43:28 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 620277/3029209 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T19:43:29 clouds_decoded.project INFO [cloud_mask] Completed in 34.7s
|
| 11 |
+
2026-03-26T19:43:31 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T19:43:31 clouds_decoded.sliding_window INFO Sliding window: skipping 13/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T19:44:07 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 37.7 seconds
|
| 14 |
+
2026-03-26T19:44:26 clouds_decoded.project INFO [cloud_height] Completed in 57.3s
|
| 15 |
+
2026-03-26T19:44:30 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 85.7%
|
| 16 |
+
2026-03-26T19:44:33 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T19:44:35 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T19:44:35 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T19:44:36 clouds_decoded.project INFO [albedo] Completed in 9.5s
|
| 20 |
+
2026-03-26T19:44:36 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T19:45:34 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T19:45:34 clouds_decoded.project INFO [refocus] Completed in 58.0s
|
| 23 |
+
2026-03-26T19:45:34 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T19:45:34 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T19:45:35 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T19:45:44 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T19:45:45 clouds_decoded.project INFO [cloud_properties] Completed in 11.1s
|
logs/S2A_MSIL1C_20160713T143752_N0500_R096_T21PTT_20230929T112656/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T19:41:11.489449 ---
|
| 3 |
+
2026-03-26T19:41:11 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T19:41:11 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160713T143752_N0500_R096_T21PTT_20230929T112656
|
| 6 |
+
2026-03-26T19:41:11 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T19:43:29 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T19:43:29 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T19:44:31 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 522759/2393543 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T19:44:32 clouds_decoded.project INFO [cloud_mask] Completed in 63.3s
|
| 11 |
+
2026-03-26T19:44:34 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T19:44:35 clouds_decoded.sliding_window INFO Sliding window: skipping 15/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T19:45:05 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 32.6 seconds
|
| 14 |
+
2026-03-26T19:45:24 clouds_decoded.project INFO [cloud_height] Completed in 52.1s
|
| 15 |
+
2026-03-26T19:45:26 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 88.9%
|
| 16 |
+
2026-03-26T19:45:30 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T19:45:33 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T19:45:34 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T19:45:34 clouds_decoded.project INFO [albedo] Completed in 9.6s
|
| 20 |
+
2026-03-26T19:45:34 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T19:47:13 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T19:47:13 clouds_decoded.project INFO [refocus] Completed in 98.6s
|
| 23 |
+
2026-03-26T19:47:13 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T19:47:13 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T19:47:14 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T19:47:24 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T19:47:25 clouds_decoded.project INFO [cloud_properties] Completed in 11.9s
|
logs/S2A_MSIL1C_20160716T213932_N0500_R143_T02KNG_20230929T114617/pipeline.log
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T11:19:52.874379 ---
|
| 3 |
+
2026-03-26T11:19:52 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T11:19:52 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160716T213932_N0500_R143_T02KNG_20230929T114617
|
| 6 |
+
2026-03-26T11:19:52 clouds_decoded.project INFO ============================================================
|
| 7 |
+
|
| 8 |
+
--- Run started 2026-03-26T15:21:22.969410 ---
|
| 9 |
+
2026-03-26T15:21:22 clouds_decoded.project INFO
|
| 10 |
+
============================================================
|
| 11 |
+
2026-03-26T15:21:22 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160716T213932_N0500_R143_T02KNG_20230929T114617
|
| 12 |
+
2026-03-26T15:21:22 clouds_decoded.project INFO ============================================================
|
| 13 |
+
2026-03-26T15:22:14 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 14 |
+
2026-03-26T15:22:15 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 15 |
+
2026-03-26T15:22:47 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1195118/1195973 shadow pixels reclassified as thick cloud (window=101px)
|
| 16 |
+
2026-03-26T15:22:48 clouds_decoded.project INFO [cloud_mask] Completed in 33.2s
|
| 17 |
+
2026-03-26T15:22:50 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 18 |
+
2026-03-26T15:23:12 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 24.4 seconds
|
| 19 |
+
2026-03-26T15:23:16 clouds_decoded.project INFO [cloud_height] Completed in 27.9s
|
| 20 |
+
2026-03-26T15:23:17 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 1.4%
|
| 21 |
+
2026-03-26T15:23:17 clouds_decoded.modules.albedo_estimator.processor WARNING Clear fraction 1.4% < threshold 5%. Running fallback.
|
| 22 |
+
2026-03-26T15:23:17 clouds_decoded.modules.albedo_estimator.processor INFO Using data-driven MLP fallback
|
| 23 |
+
2026-03-26T15:23:18 clouds_decoded.modules.albedo_estimator.datadriven.processor INFO Loaded data-driven albedo model from /home/ali/.local/share/clouds-decoded/models/albedo_datadriven/default.pth (device=cuda)
|
| 24 |
+
2026-03-26T15:23:19 clouds_decoded.modules.albedo_estimator.datadriven.processor WARNING Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
|
| 25 |
+
2026-03-26T15:23:19 clouds_decoded.modules.albedo_estimator.datadriven.processor INFO Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
|
| 26 |
+
2026-03-26T15:23:19 clouds_decoded.project INFO [albedo] Completed in 3.2s
|
| 27 |
+
2026-03-26T15:23:19 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 28 |
+
2026-03-26T15:23:42 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 29 |
+
2026-03-26T15:23:42 clouds_decoded.project INFO [refocus] Completed in 23.2s
|
| 30 |
+
2026-03-26T15:23:42 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 31 |
+
2026-03-26T15:23:42 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 32 |
+
2026-03-26T15:23:43 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 33 |
+
2026-03-26T15:23:45 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 34 |
+
2026-03-26T15:23:47 clouds_decoded.project INFO [cloud_properties] Completed in 4.9s
|
logs/S2A_MSIL1C_20160728T182922_N0500_R027_T11RLP_20231005T183214/pipeline.log
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T17:55:45.519032 ---
|
| 3 |
+
2026-03-26T17:55:45 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T17:55:45 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160728T182922_N0500_R027_T11RLP_20231005T183214
|
| 6 |
+
2026-03-26T17:55:45 clouds_decoded.project INFO ============================================================
|
| 7 |
+
|
| 8 |
+
--- Run started 2026-03-26T18:02:10.027628 ---
|
| 9 |
+
2026-03-26T18:02:10 clouds_decoded.project INFO
|
| 10 |
+
============================================================
|
| 11 |
+
2026-03-26T18:02:10 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160728T182922_N0500_R027_T11RLP_20231005T183214
|
| 12 |
+
2026-03-26T18:02:10 clouds_decoded.project INFO ============================================================
|
| 13 |
+
2026-03-26T18:03:42 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 14 |
+
2026-03-26T18:03:43 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 15 |
+
2026-03-26T18:04:19 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 5251510/5453704 shadow pixels reclassified as thick cloud (window=101px)
|
| 16 |
+
2026-03-26T18:04:20 clouds_decoded.project INFO [cloud_mask] Completed in 37.5s
|
| 17 |
+
2026-03-26T18:04:23 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 18 |
+
2026-03-26T18:04:23 clouds_decoded.sliding_window INFO Sliding window: skipping 1/484 windows (no True pixels in skip_mask)
|
| 19 |
+
2026-03-26T18:05:00 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 40.0 seconds
|
| 20 |
+
2026-03-26T18:05:05 clouds_decoded.project INFO [cloud_height] Completed in 44.9s
|
| 21 |
+
2026-03-26T18:05:07 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 11.7%
|
| 22 |
+
2026-03-26T18:05:12 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 23 |
+
2026-03-26T18:05:14 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 24 |
+
2026-03-26T18:05:14 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 25 |
+
2026-03-26T18:05:15 clouds_decoded.project INFO [albedo] Completed in 10.2s
|
| 26 |
+
2026-03-26T18:05:15 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 27 |
+
2026-03-26T18:05:49 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 28 |
+
2026-03-26T18:05:49 clouds_decoded.project INFO [refocus] Completed in 34.6s
|
| 29 |
+
2026-03-26T18:05:50 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 30 |
+
2026-03-26T18:05:50 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 31 |
+
2026-03-26T18:05:51 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 32 |
+
2026-03-26T18:05:58 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 33 |
+
2026-03-26T18:06:00 clouds_decoded.project INFO [cloud_properties] Completed in 10.7s
|
logs/S2A_MSIL1C_20160729T011702_N0500_R031_T54SVC_20231001T235725/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T22:50:54.180514 ---
|
| 3 |
+
2026-03-26T22:50:54 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T22:50:54 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160729T011702_N0500_R031_T54SVC_20231001T235725
|
| 6 |
+
2026-03-26T22:50:54 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T22:53:28 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T22:53:29 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T22:54:02 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1025838/2442555 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T22:54:03 clouds_decoded.project INFO [cloud_mask] Completed in 34.5s
|
| 11 |
+
2026-03-26T22:54:06 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T22:54:06 clouds_decoded.sliding_window INFO Sliding window: skipping 97/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T22:54:59 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 56.0 seconds
|
| 14 |
+
2026-03-26T22:55:05 clouds_decoded.project INFO [cloud_height] Completed in 61.6s
|
| 15 |
+
2026-03-26T22:55:06 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 76.7%
|
| 16 |
+
2026-03-26T22:55:11 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T22:55:14 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T22:55:14 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T22:55:15 clouds_decoded.project INFO [albedo] Completed in 10.1s
|
| 20 |
+
2026-03-26T22:55:15 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T22:56:14 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T22:56:14 clouds_decoded.project INFO [refocus] Completed in 59.6s
|
| 23 |
+
2026-03-26T22:56:14 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T22:56:15 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T22:56:16 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T22:56:24 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T22:56:25 clouds_decoded.project INFO [cloud_properties] Completed in 10.6s
|
logs/S2A_MSIL1C_20160804T181922_N0500_R127_T11RLP_20230922T173304/pipeline.log
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T18:00:22.982731 ---
|
| 3 |
+
2026-03-26T18:00:22 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T18:00:22 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160804T181922_N0500_R127_T11RLP_20230922T173304
|
| 6 |
+
2026-03-26T18:00:22 clouds_decoded.project INFO ============================================================
|
| 7 |
+
|
| 8 |
+
--- Run started 2026-03-26T18:02:18.120381 ---
|
| 9 |
+
2026-03-26T18:02:18 clouds_decoded.project INFO
|
| 10 |
+
============================================================
|
| 11 |
+
2026-03-26T18:02:18 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160804T181922_N0500_R127_T11RLP_20230922T173304
|
| 12 |
+
2026-03-26T18:02:18 clouds_decoded.project INFO ============================================================
|
| 13 |
+
2026-03-26T18:04:20 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 14 |
+
2026-03-26T18:04:20 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 15 |
+
2026-03-26T18:05:03 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 100940/101036 shadow pixels reclassified as thick cloud (window=101px)
|
| 16 |
+
2026-03-26T18:05:04 clouds_decoded.project INFO [cloud_mask] Completed in 44.6s
|
| 17 |
+
2026-03-26T18:05:08 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 18 |
+
2026-03-26T18:05:08 clouds_decoded.sliding_window INFO Sliding window: skipping 395/484 windows (no True pixels in skip_mask)
|
| 19 |
+
2026-03-26T18:05:13 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 8.7 seconds
|
| 20 |
+
2026-03-26T18:05:18 clouds_decoded.project INFO [cloud_height] Completed in 13.1s
|
| 21 |
+
2026-03-26T18:05:20 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 0.0%
|
| 22 |
+
2026-03-26T18:05:20 clouds_decoded.modules.albedo_estimator.processor WARNING Clear fraction 0.0% < threshold 5%. Running fallback.
|
| 23 |
+
2026-03-26T18:05:20 clouds_decoded.modules.albedo_estimator.processor INFO Using data-driven MLP fallback
|
| 24 |
+
2026-03-26T18:05:33 clouds_decoded.modules.albedo_estimator.datadriven.processor WARNING Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
|
| 25 |
+
2026-03-26T18:05:33 clouds_decoded.modules.albedo_estimator.datadriven.processor INFO Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
|
| 26 |
+
2026-03-26T18:05:51 clouds_decoded.project INFO [albedo] Completed in 32.8s
|
| 27 |
+
2026-03-26T18:05:51 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 28 |
+
2026-03-26T18:08:28 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 29 |
+
2026-03-26T18:08:28 clouds_decoded.project INFO [refocus] Completed in 157.5s
|
| 30 |
+
2026-03-26T18:08:28 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 31 |
+
2026-03-26T18:08:29 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 32 |
+
2026-03-26T18:08:30 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 33 |
+
2026-03-26T18:08:40 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 34 |
+
2026-03-26T18:08:41 clouds_decoded.project INFO [cloud_properties] Completed in 12.9s
|
logs/S2A_MSIL1C_20160805T213932_N0500_R143_T02KNG_20230924T045928/pipeline.log
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T11:26:52.373063 ---
|
| 3 |
+
2026-03-26T11:26:52 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T11:26:52 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160805T213932_N0500_R143_T02KNG_20230924T045928
|
| 6 |
+
2026-03-26T11:26:52 clouds_decoded.project INFO ============================================================
|
| 7 |
+
|
| 8 |
+
--- Run started 2026-03-26T15:21:27.843959 ---
|
| 9 |
+
2026-03-26T15:21:27 clouds_decoded.project INFO
|
| 10 |
+
============================================================
|
| 11 |
+
2026-03-26T15:21:27 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160805T213932_N0500_R143_T02KNG_20230924T045928
|
| 12 |
+
2026-03-26T15:21:27 clouds_decoded.project INFO ============================================================
|
| 13 |
+
2026-03-26T15:22:48 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 14 |
+
2026-03-26T15:22:48 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 15 |
+
2026-03-26T15:23:19 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 2786242/4308472 shadow pixels reclassified as thick cloud (window=101px)
|
| 16 |
+
2026-03-26T15:23:21 clouds_decoded.project INFO [cloud_mask] Completed in 32.9s
|
| 17 |
+
2026-03-26T15:23:23 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 18 |
+
2026-03-26T15:23:23 clouds_decoded.sliding_window INFO Sliding window: skipping 19/484 windows (no True pixels in skip_mask)
|
| 19 |
+
2026-03-26T15:23:44 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 23.3 seconds
|
| 20 |
+
2026-03-26T15:23:47 clouds_decoded.project INFO [cloud_height] Completed in 26.4s
|
| 21 |
+
2026-03-26T15:23:49 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 52.2%
|
| 22 |
+
2026-03-26T15:23:52 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 23 |
+
2026-03-26T15:23:54 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 24 |
+
2026-03-26T15:23:54 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 25 |
+
2026-03-26T15:23:54 clouds_decoded.project INFO [albedo] Completed in 7.2s
|
| 26 |
+
2026-03-26T15:23:54 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 27 |
+
2026-03-26T15:24:18 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 28 |
+
2026-03-26T15:24:18 clouds_decoded.project INFO [refocus] Completed in 24.0s
|
| 29 |
+
2026-03-26T15:24:18 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 30 |
+
2026-03-26T15:24:18 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 31 |
+
2026-03-26T15:24:19 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 32 |
+
2026-03-26T15:24:20 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 33 |
+
2026-03-26T15:24:22 clouds_decoded.project INFO [cloud_properties] Completed in 3.4s
|
logs/S2A_MSIL1C_20160812T143752_N0500_R096_T21PTT_20231024T043728/pipeline.log
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T19:42:09.069964 ---
|
| 3 |
+
2026-03-26T19:42:09 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T19:42:09 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160812T143752_N0500_R096_T21PTT_20231024T043728
|
| 6 |
+
2026-03-26T19:42:09 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T19:44:32 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T19:44:33 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T19:45:25 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 3649712/6233527 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T19:45:27 clouds_decoded.project INFO [cloud_mask] Completed in 54.3s
|
| 11 |
+
2026-03-26T19:45:31 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T19:46:11 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 44.3 seconds
|
| 13 |
+
2026-03-26T19:47:03 clouds_decoded.project INFO [cloud_height] Completed in 96.1s
|
| 14 |
+
2026-03-26T19:47:04 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 33.2%
|
| 15 |
+
2026-03-26T19:47:08 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 16 |
+
2026-03-26T19:47:10 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 17 |
+
2026-03-26T19:47:11 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 18 |
+
2026-03-26T19:47:11 clouds_decoded.project INFO [albedo] Completed in 8.3s
|
| 19 |
+
2026-03-26T19:47:11 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 20 |
+
2026-03-26T19:47:59 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 21 |
+
2026-03-26T19:47:59 clouds_decoded.project INFO [refocus] Completed in 47.6s
|
| 22 |
+
2026-03-26T19:47:59 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 23 |
+
2026-03-26T19:47:59 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 24 |
+
2026-03-26T19:48:00 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 25 |
+
2026-03-26T19:48:28 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 26 |
+
2026-03-26T19:48:29 clouds_decoded.project INFO [cloud_properties] Completed in 29.5s
|
logs/S2A_MSIL1C_20160818T011652_N0500_R031_T54SVC_20231003T233425/pipeline.log
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T22:51:28.187195 ---
|
| 3 |
+
2026-03-26T22:51:28 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T22:51:28 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160818T011652_N0500_R031_T54SVC_20231003T233425
|
| 6 |
+
2026-03-26T22:51:28 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T22:54:03 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T22:54:03 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T22:55:04 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 2317646/4051506 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T22:55:05 clouds_decoded.project INFO [cloud_mask] Completed in 62.2s
|
| 11 |
+
2026-03-26T22:55:08 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T22:56:05 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 60.3 seconds
|
| 13 |
+
2026-03-26T22:56:08 clouds_decoded.project INFO [cloud_height] Completed in 63.3s
|
| 14 |
+
2026-03-26T22:56:11 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 39.9%
|
| 15 |
+
2026-03-26T22:56:17 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 16 |
+
2026-03-26T22:56:19 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 17 |
+
2026-03-26T22:56:20 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 18 |
+
2026-03-26T22:56:20 clouds_decoded.project INFO [albedo] Completed in 11.6s
|
| 19 |
+
2026-03-26T22:56:20 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 20 |
+
2026-03-26T22:56:48 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 21 |
+
2026-03-26T22:56:48 clouds_decoded.project INFO [refocus] Completed in 28.3s
|
| 22 |
+
2026-03-26T22:56:48 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 23 |
+
2026-03-26T22:56:49 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 24 |
+
2026-03-26T22:56:50 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 25 |
+
2026-03-26T22:56:58 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 26 |
+
2026-03-26T22:57:00 clouds_decoded.project INFO [cloud_properties] Completed in 11.2s
|
logs/S2A_MSIL1C_20160906T182922_N0500_R027_T11RLP_20230929T071255/pipeline.log
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T18:02:59.333160 ---
|
| 3 |
+
2026-03-26T18:02:59 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T18:02:59 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160906T182922_N0500_R027_T11RLP_20230929T071255
|
| 6 |
+
2026-03-26T18:02:59 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T18:05:04 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T18:05:05 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T18:05:40 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1430284/1452938 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T18:05:41 clouds_decoded.project INFO [cloud_mask] Completed in 36.7s
|
| 11 |
+
2026-03-26T18:05:44 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T18:06:18 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 37.1 seconds
|
| 13 |
+
2026-03-26T18:06:55 clouds_decoded.project INFO [cloud_height] Completed in 73.5s
|
| 14 |
+
2026-03-26T18:07:22 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 6.4%
|
| 15 |
+
2026-03-26T18:07:59 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 16 |
+
2026-03-26T18:08:10 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 17 |
+
2026-03-26T18:08:11 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 18 |
+
2026-03-26T18:08:11 clouds_decoded.project INFO [albedo] Completed in 76.4s
|
| 19 |
+
2026-03-26T18:08:11 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 20 |
+
2026-03-26T18:08:53 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 21 |
+
2026-03-26T18:08:53 clouds_decoded.project INFO [refocus] Completed in 41.9s
|
| 22 |
+
2026-03-26T18:08:53 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 23 |
+
2026-03-26T18:08:53 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 24 |
+
2026-03-26T18:08:54 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 25 |
+
2026-03-26T18:08:55 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 26 |
+
2026-03-26T18:08:56 clouds_decoded.project INFO [cloud_properties] Completed in 3.4s
|
logs/S2A_MSIL1C_20160911T143742_N0500_R096_T21PTT_20230923T171926/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T19:42:54.679442 ---
|
| 3 |
+
2026-03-26T19:42:54 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T19:42:54 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160911T143742_N0500_R096_T21PTT_20230923T171926
|
| 6 |
+
2026-03-26T19:42:54 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T19:45:27 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T19:45:27 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T19:47:04 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 812969/2521049 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T19:47:05 clouds_decoded.project INFO [cloud_mask] Completed in 98.6s
|
| 11 |
+
2026-03-26T19:47:09 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T19:47:09 clouds_decoded.sliding_window INFO Sliding window: skipping 52/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T19:47:39 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 33.4 seconds
|
| 14 |
+
2026-03-26T19:47:49 clouds_decoded.project INFO [cloud_height] Completed in 43.9s
|
| 15 |
+
2026-03-26T19:47:50 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 82.0%
|
| 16 |
+
2026-03-26T19:47:53 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T19:47:56 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T19:47:56 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T19:47:56 clouds_decoded.project INFO [albedo] Completed in 7.4s
|
| 20 |
+
2026-03-26T19:47:56 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T19:49:20 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T19:49:20 clouds_decoded.project INFO [refocus] Completed in 83.2s
|
| 23 |
+
2026-03-26T19:49:20 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T19:49:20 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T19:49:22 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T19:49:29 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T19:49:30 clouds_decoded.project INFO [cloud_properties] Completed in 10.1s
|
logs/S2A_MSIL1C_20160914T213922_N0500_R143_T02KNG_20230929T052950/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T15:21:44.986709 ---
|
| 3 |
+
2026-03-26T15:21:44 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T15:21:44 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160914T213922_N0500_R143_T02KNG_20230929T052950
|
| 6 |
+
2026-03-26T15:21:44 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T15:23:21 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T15:23:21 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T15:23:52 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 6257790/6377635 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T15:23:53 clouds_decoded.project INFO [cloud_mask] Completed in 32.2s
|
| 11 |
+
2026-03-26T15:23:56 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T15:24:17 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 24.7 seconds
|
| 13 |
+
2026-03-26T15:24:21 clouds_decoded.project INFO [cloud_height] Completed in 28.0s
|
| 14 |
+
2026-03-26T15:24:23 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 0.4%
|
| 15 |
+
2026-03-26T15:24:23 clouds_decoded.modules.albedo_estimator.processor WARNING Clear fraction 0.4% < threshold 5%. Running fallback.
|
| 16 |
+
2026-03-26T15:24:23 clouds_decoded.modules.albedo_estimator.processor INFO Using data-driven MLP fallback
|
| 17 |
+
2026-03-26T15:24:23 clouds_decoded.modules.albedo_estimator.datadriven.processor WARNING Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
|
| 18 |
+
2026-03-26T15:24:23 clouds_decoded.modules.albedo_estimator.datadriven.processor INFO Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
|
| 19 |
+
2026-03-26T15:24:23 clouds_decoded.project INFO [albedo] Completed in 2.2s
|
| 20 |
+
2026-03-26T15:24:23 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T15:24:43 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T15:24:43 clouds_decoded.project INFO [refocus] Completed in 20.0s
|
| 23 |
+
2026-03-26T15:24:43 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T15:24:43 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T15:24:44 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T15:24:45 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T15:24:47 clouds_decoded.project INFO [cloud_properties] Completed in 4.2s
|
logs/S2A_MSIL1C_20160927T011652_N0500_R031_T54SVC_20230929T162007/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T22:52:00.378076 ---
|
| 3 |
+
2026-03-26T22:52:00 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T22:52:00 clouds_decoded.project INFO Scene: S2A_MSIL1C_20160927T011652_N0500_R031_T54SVC_20230929T162007
|
| 6 |
+
2026-03-26T22:52:00 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T22:55:05 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T22:55:06 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T22:56:07 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1307192/1828311 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T22:56:08 clouds_decoded.project INFO [cloud_mask] Completed in 62.8s
|
| 11 |
+
2026-03-26T22:56:12 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T22:56:12 clouds_decoded.sliding_window INFO Sliding window: skipping 15/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T22:56:40 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 31.5 seconds
|
| 14 |
+
2026-03-26T22:56:43 clouds_decoded.project INFO [cloud_height] Completed in 34.3s
|
| 15 |
+
2026-03-26T22:56:45 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 63.5%
|
| 16 |
+
2026-03-26T22:56:51 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T22:56:53 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T22:56:54 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T22:56:55 clouds_decoded.project INFO [albedo] Completed in 11.9s
|
| 20 |
+
2026-03-26T22:56:55 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T22:57:26 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T22:57:26 clouds_decoded.project INFO [refocus] Completed in 31.8s
|
| 23 |
+
2026-03-26T22:57:27 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T22:57:27 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T22:57:27 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T22:57:31 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T22:57:33 clouds_decoded.project INFO [cloud_properties] Completed in 6.7s
|
logs/S2A_MSIL1C_20161004T213922_N0500_R143_T02KNG_20230922T095633/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T15:22:14.988178 ---
|
| 3 |
+
2026-03-26T15:22:14 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T15:22:14 clouds_decoded.project INFO Scene: S2A_MSIL1C_20161004T213922_N0500_R143_T02KNG_20230922T095633
|
| 6 |
+
2026-03-26T15:22:14 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T15:23:53 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T15:23:53 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T15:24:24 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 688585/1474127 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T15:24:25 clouds_decoded.project INFO [cloud_mask] Completed in 32.6s
|
| 11 |
+
2026-03-26T15:24:28 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T15:24:28 clouds_decoded.sliding_window INFO Sliding window: skipping 228/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T15:24:40 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 14.7 seconds
|
| 14 |
+
2026-03-26T15:24:43 clouds_decoded.project INFO [cloud_height] Completed in 17.8s
|
| 15 |
+
2026-03-26T15:24:45 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 88.3%
|
| 16 |
+
2026-03-26T15:24:48 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T15:24:50 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T15:24:50 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T15:24:50 clouds_decoded.project INFO [albedo] Completed in 6.6s
|
| 20 |
+
2026-03-26T15:24:50 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T15:25:15 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T15:25:15 clouds_decoded.project INFO [refocus] Completed in 25.5s
|
| 23 |
+
2026-03-26T15:25:15 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T15:25:15 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T15:25:16 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T15:25:18 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T15:25:18 clouds_decoded.project INFO [cloud_properties] Completed in 2.7s
|
logs/S2A_MSIL1C_20161016T183342_N0500_R027_T11RLP_20230928T094427/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T18:03:42.828353 ---
|
| 3 |
+
2026-03-26T18:03:42 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T18:03:42 clouds_decoded.project INFO Scene: S2A_MSIL1C_20161016T183342_N0500_R027_T11RLP_20230928T094427
|
| 6 |
+
2026-03-26T18:03:42 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T18:05:41 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T18:05:42 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T18:07:59 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 2850437/2956263 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T18:08:08 clouds_decoded.project INFO [cloud_mask] Completed in 147.3s
|
| 11 |
+
2026-03-26T18:08:17 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T18:08:17 clouds_decoded.sliding_window INFO Sliding window: skipping 5/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T18:08:50 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 41.5 seconds
|
| 14 |
+
2026-03-26T18:08:54 clouds_decoded.project INFO [cloud_height] Completed in 45.6s
|
| 15 |
+
2026-03-26T18:08:55 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 14.2%
|
| 16 |
+
2026-03-26T18:08:58 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T18:09:00 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T18:09:00 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T18:09:01 clouds_decoded.project INFO [albedo] Completed in 6.7s
|
| 20 |
+
2026-03-26T18:09:01 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T18:10:07 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T18:10:07 clouds_decoded.project INFO [refocus] Completed in 66.1s
|
| 23 |
+
2026-03-26T18:10:07 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T18:10:07 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T18:10:08 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T18:10:18 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T18:10:20 clouds_decoded.project INFO [cloud_properties] Completed in 13.4s
|
logs/S2A_MSIL1C_20161027T012652_N0500_R031_T54SVC_20230929T083927/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T22:53:28.959843 ---
|
| 3 |
+
2026-03-26T22:53:28 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T22:53:28 clouds_decoded.project INFO Scene: S2A_MSIL1C_20161027T012652_N0500_R031_T54SVC_20230929T083927
|
| 6 |
+
2026-03-26T22:53:28 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T22:56:08 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T22:56:08 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T22:56:41 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 3083916/4704347 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T22:56:42 clouds_decoded.project INFO [cloud_mask] Completed in 34.4s
|
| 11 |
+
2026-03-26T22:56:46 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T22:56:46 clouds_decoded.sliding_window INFO Sliding window: skipping 5/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T22:57:20 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 36.7 seconds
|
| 14 |
+
2026-03-26T22:57:26 clouds_decoded.project INFO [cloud_height] Completed in 43.1s
|
| 15 |
+
2026-03-26T22:57:29 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 41.3%
|
| 16 |
+
2026-03-26T22:57:34 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T22:57:37 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T22:57:37 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T22:57:38 clouds_decoded.project INFO [albedo] Completed in 11.6s
|
| 20 |
+
2026-03-26T22:57:38 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T22:57:54 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T22:57:54 clouds_decoded.project INFO [refocus] Completed in 16.6s
|
| 23 |
+
2026-03-26T22:57:54 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T22:57:55 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T22:57:55 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T22:57:59 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T22:58:01 clouds_decoded.project INFO [cloud_properties] Completed in 6.5s
|
logs/S2A_MSIL1C_20161031T143752_N0500_R096_T21PTT_20230928T192021/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T19:43:29.372620 ---
|
| 3 |
+
2026-03-26T19:43:29 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T19:43:29 clouds_decoded.project INFO Scene: S2A_MSIL1C_20161031T143752_N0500_R096_T21PTT_20230928T192021
|
| 6 |
+
2026-03-26T19:43:29 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T19:47:05 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T19:47:06 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T19:47:50 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1886259/4488121 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T19:47:52 clouds_decoded.project INFO [cloud_mask] Completed in 46.6s
|
| 11 |
+
2026-03-26T19:47:55 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T19:47:55 clouds_decoded.sliding_window INFO Sliding window: skipping 3/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T19:48:29 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 37.5 seconds
|
| 14 |
+
2026-03-26T19:49:10 clouds_decoded.project INFO [cloud_height] Completed in 78.2s
|
| 15 |
+
2026-03-26T19:49:11 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 67.0%
|
| 16 |
+
2026-03-26T19:49:16 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T19:49:19 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T19:49:19 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T19:49:20 clouds_decoded.project INFO [albedo] Completed in 10.0s
|
| 20 |
+
2026-03-26T19:49:20 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T19:50:15 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T19:50:15 clouds_decoded.project INFO [refocus] Completed in 55.2s
|
| 23 |
+
2026-03-26T19:50:15 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T19:50:15 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T19:50:16 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T19:50:25 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T19:50:25 clouds_decoded.project INFO [cloud_properties] Completed in 10.3s
|
logs/S2A_MSIL1C_20161105T183542_N0500_R027_T11RLP_20230922T013102/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T18:04:20.320279 ---
|
| 3 |
+
2026-03-26T18:04:20 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T18:04:20 clouds_decoded.project INFO Scene: S2A_MSIL1C_20161105T183542_N0500_R027_T11RLP_20230922T013102
|
| 6 |
+
2026-03-26T18:04:20 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T18:08:08 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T18:08:09 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T18:08:56 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 737395/767978 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T18:08:57 clouds_decoded.project INFO [cloud_mask] Completed in 48.6s
|
| 11 |
+
2026-03-26T18:09:00 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T18:09:00 clouds_decoded.sliding_window INFO Sliding window: skipping 259/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T18:09:54 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 57.0 seconds
|
| 14 |
+
2026-03-26T18:10:00 clouds_decoded.project INFO [cloud_height] Completed in 63.5s
|
| 15 |
+
2026-03-26T18:10:03 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 86.0%
|
| 16 |
+
2026-03-26T18:10:09 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T18:10:11 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T18:10:11 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T18:10:11 clouds_decoded.project INFO [albedo] Completed in 10.3s
|
| 20 |
+
2026-03-26T18:10:11 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T18:11:19 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T18:11:19 clouds_decoded.project INFO [refocus] Completed in 68.0s
|
| 23 |
+
2026-03-26T18:11:19 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T18:11:19 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T18:11:20 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T18:11:35 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T18:11:36 clouds_decoded.project INFO [cloud_properties] Completed in 16.9s
|
logs/S2A_MSIL1C_20161106T011832_N0500_R031_T54SVC_20230926T161133/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T22:54:03.497462 ---
|
| 3 |
+
2026-03-26T22:54:03 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T22:54:03 clouds_decoded.project INFO Scene: S2A_MSIL1C_20161106T011832_N0500_R031_T54SVC_20230926T161133
|
| 6 |
+
2026-03-26T22:54:03 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T22:56:42 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T22:56:43 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T22:57:24 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 216371/1838251 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T22:57:25 clouds_decoded.project INFO [cloud_mask] Completed in 43.1s
|
| 11 |
+
2026-03-26T22:57:29 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T22:57:29 clouds_decoded.sliding_window INFO Sliding window: skipping 171/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T22:57:43 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 17.0 seconds
|
| 14 |
+
2026-03-26T22:57:46 clouds_decoded.project INFO [cloud_height] Completed in 20.1s
|
| 15 |
+
2026-03-26T22:57:48 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 93.2%
|
| 16 |
+
2026-03-26T22:57:51 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T22:57:52 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T22:57:53 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T22:57:53 clouds_decoded.project INFO [albedo] Completed in 6.8s
|
| 20 |
+
2026-03-26T22:57:53 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T22:59:03 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T22:59:03 clouds_decoded.project INFO [refocus] Completed in 70.2s
|
| 23 |
+
2026-03-26T22:59:03 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T22:59:03 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T22:59:04 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T22:59:19 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T22:59:20 clouds_decoded.project INFO [cloud_properties] Completed in 16.7s
|
logs/S2A_MSIL1C_20161110T143752_N0500_R096_T21PTT_20230926T092759/pipeline.log
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T19:44:32.685953 ---
|
| 3 |
+
2026-03-26T19:44:32 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T19:44:32 clouds_decoded.project INFO Scene: S2A_MSIL1C_20161110T143752_N0500_R096_T21PTT_20230926T092759
|
| 6 |
+
2026-03-26T19:44:32 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T19:47:52 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T19:47:52 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T19:49:11 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 3420677/3887090 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T19:49:12 clouds_decoded.project INFO [cloud_mask] Completed in 80.3s
|
| 11 |
+
2026-03-26T19:49:17 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T19:49:58 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 46.1 seconds
|
| 13 |
+
2026-03-26T19:50:08 clouds_decoded.project INFO [cloud_height] Completed in 56.2s
|
| 14 |
+
2026-03-26T19:50:11 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 5.7%
|
| 15 |
+
2026-03-26T19:50:16 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 16 |
+
2026-03-26T19:50:19 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 17 |
+
2026-03-26T19:50:19 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 18 |
+
2026-03-26T19:50:19 clouds_decoded.project INFO [albedo] Completed in 10.9s
|
| 19 |
+
2026-03-26T19:50:19 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 20 |
+
2026-03-26T19:50:54 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 21 |
+
2026-03-26T19:50:54 clouds_decoded.project INFO [refocus] Completed in 34.2s
|
| 22 |
+
2026-03-26T19:50:54 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 23 |
+
2026-03-26T19:50:54 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 24 |
+
2026-03-26T19:50:55 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 25 |
+
2026-03-26T19:51:08 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 26 |
+
2026-03-26T19:51:10 clouds_decoded.project INFO [cloud_properties] Completed in 16.4s
|
logs/S2A_MSIL1C_20161113T213932_N0500_R143_T02KNG_20230921T162958/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T15:22:48.210163 ---
|
| 3 |
+
2026-03-26T15:22:48 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T15:22:48 clouds_decoded.project INFO Scene: S2A_MSIL1C_20161113T213932_N0500_R143_T02KNG_20230921T162958
|
| 6 |
+
2026-03-26T15:22:48 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T15:24:25 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T15:24:26 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T15:24:52 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 2478807/4431705 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T15:24:53 clouds_decoded.project INFO [cloud_mask] Completed in 27.5s
|
| 11 |
+
2026-03-26T15:24:56 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T15:24:56 clouds_decoded.sliding_window INFO Sliding window: skipping 3/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T15:25:16 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 22.9 seconds
|
| 14 |
+
2026-03-26T15:25:20 clouds_decoded.project INFO [cloud_height] Completed in 26.8s
|
| 15 |
+
2026-03-26T15:25:22 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 42.3%
|
| 16 |
+
2026-03-26T15:25:24 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T15:25:26 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T15:25:26 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T15:25:27 clouds_decoded.project INFO [albedo] Completed in 6.9s
|
| 20 |
+
2026-03-26T15:25:27 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T15:25:50 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T15:25:50 clouds_decoded.project INFO [refocus] Completed in 23.7s
|
| 23 |
+
2026-03-26T15:25:50 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T15:25:50 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T15:25:51 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T15:25:53 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T15:25:54 clouds_decoded.project INFO [cloud_properties] Completed in 3.2s
|
logs/S2A_MSIL1C_20161213T213922_N0500_R143_T02KNG_20230916T002043/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T15:23:21.144873 ---
|
| 3 |
+
2026-03-26T15:23:21 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T15:23:21 clouds_decoded.project INFO Scene: S2A_MSIL1C_20161213T213922_N0500_R143_T02KNG_20230916T002043
|
| 6 |
+
2026-03-26T15:23:21 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T15:24:53 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T15:24:54 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T15:25:23 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 2798353/2834577 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T15:25:24 clouds_decoded.project INFO [cloud_mask] Completed in 31.2s
|
| 11 |
+
2026-03-26T15:25:27 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T15:25:47 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 23.4 seconds
|
| 13 |
+
2026-03-26T15:25:51 clouds_decoded.project INFO [cloud_height] Completed in 26.8s
|
| 14 |
+
2026-03-26T15:25:53 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 0.0%
|
| 15 |
+
2026-03-26T15:25:53 clouds_decoded.modules.albedo_estimator.processor WARNING Clear fraction 0.0% < threshold 5%. Running fallback.
|
| 16 |
+
2026-03-26T15:25:53 clouds_decoded.modules.albedo_estimator.processor INFO Using data-driven MLP fallback
|
| 17 |
+
2026-03-26T15:25:54 clouds_decoded.modules.albedo_estimator.datadriven.processor WARNING Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
|
| 18 |
+
2026-03-26T15:25:54 clouds_decoded.modules.albedo_estimator.datadriven.processor INFO Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
|
| 19 |
+
2026-03-26T15:25:54 clouds_decoded.project INFO [albedo] Completed in 2.9s
|
| 20 |
+
2026-03-26T15:25:54 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T15:26:14 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T15:26:14 clouds_decoded.project INFO [refocus] Completed in 20.6s
|
| 23 |
+
2026-03-26T15:26:15 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T15:26:15 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T15:26:15 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T15:26:20 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T15:26:23 clouds_decoded.project INFO [cloud_properties] Completed in 8.7s
|
logs/S2A_MSIL1C_20161215T183752_N0500_R027_T11RLP_20231031T003638/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T18:05:04.882882 ---
|
| 3 |
+
2026-03-26T18:05:04 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T18:05:04 clouds_decoded.project INFO Scene: S2A_MSIL1C_20161215T183752_N0500_R027_T11RLP_20231031T003638
|
| 6 |
+
2026-03-26T18:05:04 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T18:08:57 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T18:08:57 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T18:09:59 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1346173/1347541 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T18:10:00 clouds_decoded.project INFO [cloud_mask] Completed in 62.9s
|
| 11 |
+
2026-03-26T18:10:04 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T18:11:03 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 62.5 seconds
|
| 13 |
+
2026-03-26T18:11:10 clouds_decoded.project INFO [cloud_height] Completed in 69.7s
|
| 14 |
+
2026-03-26T18:11:12 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 0.0%
|
| 15 |
+
2026-03-26T18:11:12 clouds_decoded.modules.albedo_estimator.processor WARNING Clear fraction 0.0% < threshold 5%. Running fallback.
|
| 16 |
+
2026-03-26T18:11:12 clouds_decoded.modules.albedo_estimator.processor INFO Using data-driven MLP fallback
|
| 17 |
+
2026-03-26T18:11:13 clouds_decoded.modules.albedo_estimator.datadriven.processor WARNING Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
|
| 18 |
+
2026-03-26T18:11:13 clouds_decoded.modules.albedo_estimator.datadriven.processor INFO Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
|
| 19 |
+
2026-03-26T18:11:13 clouds_decoded.project INFO [albedo] Completed in 2.8s
|
| 20 |
+
2026-03-26T18:11:13 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T18:11:56 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T18:11:56 clouds_decoded.project INFO [refocus] Completed in 42.6s
|
| 23 |
+
2026-03-26T18:11:56 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T18:11:56 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T18:11:56 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T18:11:58 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T18:12:00 clouds_decoded.project INFO [cloud_properties] Completed in 4.4s
|
logs/S2A_MSIL1C_20161226T012042_N0500_R031_T54SVC_20230923T002124/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T22:55:05.656865 ---
|
| 3 |
+
2026-03-26T22:55:05 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T22:55:05 clouds_decoded.project INFO Scene: S2A_MSIL1C_20161226T012042_N0500_R031_T54SVC_20230923T002124
|
| 6 |
+
2026-03-26T22:55:05 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T22:57:25 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T22:57:26 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T22:57:53 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 3097229/3420552 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T22:57:54 clouds_decoded.project INFO [cloud_mask] Completed in 28.1s
|
| 11 |
+
2026-03-26T22:57:57 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T22:58:27 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 33.0 seconds
|
| 13 |
+
2026-03-26T22:58:47 clouds_decoded.project INFO [cloud_height] Completed in 53.8s
|
| 14 |
+
2026-03-26T22:58:49 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 2.5%
|
| 15 |
+
2026-03-26T22:58:49 clouds_decoded.modules.albedo_estimator.processor WARNING Clear fraction 2.5% < threshold 5%. Running fallback.
|
| 16 |
+
2026-03-26T22:58:49 clouds_decoded.modules.albedo_estimator.processor INFO Using data-driven MLP fallback
|
| 17 |
+
2026-03-26T22:58:50 clouds_decoded.modules.albedo_estimator.datadriven.processor WARNING Data-driven albedo is still a work in progress and results may be suboptimal. Per-pixel predictions are averaged to a single scene-wide value per band to mitigate known striping artefacts.
|
| 18 |
+
2026-03-26T22:58:50 clouds_decoded.modules.albedo_estimator.datadriven.processor INFO Data-driven albedo estimation complete for 13 bands (grid=366x366, resolution=300m)
|
| 19 |
+
2026-03-26T22:58:50 clouds_decoded.project INFO [albedo] Completed in 2.8s
|
| 20 |
+
2026-03-26T22:58:50 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T22:59:30 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T22:59:30 clouds_decoded.project INFO [refocus] Completed in 40.2s
|
| 23 |
+
2026-03-26T22:59:31 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T22:59:31 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T22:59:32 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T22:59:38 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T22:59:41 clouds_decoded.project INFO [cloud_properties] Completed in 10.4s
|
logs/S2A_MSIL1C_20161230T143752_N0500_R096_T21PTT_20230922T032700/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T19:45:27.019508 ---
|
| 3 |
+
2026-03-26T19:45:27 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T19:45:27 clouds_decoded.project INFO Scene: S2A_MSIL1C_20161230T143752_N0500_R096_T21PTT_20230922T032700
|
| 6 |
+
2026-03-26T19:45:27 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T19:49:12 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T19:49:12 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T19:50:07 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 280816/1165228 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T19:50:08 clouds_decoded.project INFO [cloud_mask] Completed in 56.2s
|
| 11 |
+
2026-03-26T19:50:11 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T19:50:11 clouds_decoded.sliding_window INFO Sliding window: skipping 210/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T19:50:25 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 16.2 seconds
|
| 14 |
+
2026-03-26T19:50:29 clouds_decoded.project INFO [cloud_height] Completed in 20.6s
|
| 15 |
+
2026-03-26T19:50:33 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 94.9%
|
| 16 |
+
2026-03-26T19:50:37 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T19:50:39 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T19:50:39 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T19:50:39 clouds_decoded.project INFO [albedo] Completed in 10.3s
|
| 20 |
+
2026-03-26T19:50:39 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T19:51:42 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T19:51:42 clouds_decoded.project INFO [refocus] Completed in 63.1s
|
| 23 |
+
2026-03-26T19:51:43 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T19:51:43 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T19:51:44 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T19:51:52 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T19:51:53 clouds_decoded.project INFO [cloud_properties] Completed in 10.4s
|
logs/S2A_MSIL1C_20170102T213922_N0500_R143_T02KNG_20230916T024645/pipeline.log
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T15:23:53.310124 ---
|
| 3 |
+
2026-03-26T15:23:53 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T15:23:53 clouds_decoded.project INFO Scene: S2A_MSIL1C_20170102T213922_N0500_R143_T02KNG_20230916T024645
|
| 6 |
+
2026-03-26T15:23:53 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T15:25:24 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T15:25:24 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T15:25:56 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 2373400/4581321 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T15:25:57 clouds_decoded.project INFO [cloud_mask] Completed in 32.7s
|
| 11 |
+
2026-03-26T15:25:59 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T15:26:20 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 23.2 seconds
|
| 13 |
+
2026-03-26T15:26:23 clouds_decoded.project INFO [cloud_height] Completed in 26.2s
|
| 14 |
+
2026-03-26T15:26:25 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 53.3%
|
| 15 |
+
2026-03-26T15:26:27 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 16 |
+
2026-03-26T15:26:29 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 17 |
+
2026-03-26T15:26:30 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 18 |
+
2026-03-26T15:26:30 clouds_decoded.project INFO [albedo] Completed in 7.0s
|
| 19 |
+
2026-03-26T15:26:30 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 20 |
+
2026-03-26T15:26:53 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 21 |
+
2026-03-26T15:26:53 clouds_decoded.project INFO [refocus] Completed in 23.1s
|
| 22 |
+
2026-03-26T15:26:53 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 23 |
+
2026-03-26T15:26:53 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 24 |
+
2026-03-26T15:26:54 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 25 |
+
2026-03-26T15:26:55 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 26 |
+
2026-03-26T15:26:56 clouds_decoded.project INFO [cloud_properties] Completed in 2.9s
|
logs/S2A_MSIL1C_20170119T143731_N0500_R096_T21PTT_20230915T050729/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T19:47:05.572408 ---
|
| 3 |
+
2026-03-26T19:47:05 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T19:47:05 clouds_decoded.project INFO Scene: S2A_MSIL1C_20170119T143731_N0500_R096_T21PTT_20230915T050729
|
| 6 |
+
2026-03-26T19:47:05 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T19:50:08 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T19:50:09 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T19:50:36 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 577435/2984674 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T19:50:37 clouds_decoded.project INFO [cloud_mask] Completed in 28.9s
|
| 11 |
+
2026-03-26T19:50:40 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T19:50:40 clouds_decoded.sliding_window INFO Sliding window: skipping 10/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T19:51:08 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 30.8 seconds
|
| 14 |
+
2026-03-26T19:51:33 clouds_decoded.project INFO [cloud_height] Completed in 55.4s
|
| 15 |
+
2026-03-26T19:51:34 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 87.6%
|
| 16 |
+
2026-03-26T19:51:37 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T19:51:40 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T19:51:40 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T19:51:41 clouds_decoded.project INFO [albedo] Completed in 7.8s
|
| 20 |
+
2026-03-26T19:51:41 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T19:52:48 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T19:52:48 clouds_decoded.project INFO [refocus] Completed in 67.3s
|
| 23 |
+
2026-03-26T19:52:48 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T19:52:48 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T19:52:50 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T19:53:02 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T19:53:03 clouds_decoded.project INFO [cloud_properties] Completed in 14.8s
|
logs/S2A_MSIL1C_20170124T183641_N0500_R027_T11RLP_20230917T174344/pipeline.log
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
--- Run started 2026-03-26T18:05:41.564860 ---
|
| 3 |
+
2026-03-26T18:05:41 clouds_decoded.project INFO
|
| 4 |
+
============================================================
|
| 5 |
+
2026-03-26T18:05:41 clouds_decoded.project INFO Scene: S2A_MSIL1C_20170124T183641_N0500_R027_T11RLP_20230917T174344
|
| 6 |
+
2026-03-26T18:05:41 clouds_decoded.project INFO ============================================================
|
| 7 |
+
2026-03-26T18:10:00 clouds_decoded.modules.cloud_mask.processor INFO Input Resolution Processing: Native 10.00m -> Target 15.0m. Shape: (7320, 7320)
|
| 8 |
+
2026-03-26T18:10:00 clouds_decoded.modules.cloud_mask.processor INFO Running cloud mask inference...
|
| 9 |
+
2026-03-26T18:11:10 clouds_decoded.modules.cloud_mask.processor INFO Shadow reclassification: 1646901/3186934 shadow pixels reclassified as thick cloud (window=101px)
|
| 10 |
+
2026-03-26T18:11:11 clouds_decoded.project INFO [cloud_mask] Completed in 71.5s
|
| 11 |
+
2026-03-26T18:11:14 clouds_decoded.modules.cloud_height_emulator.processor INFO Running inference on shape (8, 10980, 10980)
|
| 12 |
+
2026-03-26T18:11:14 clouds_decoded.sliding_window INFO Sliding window: skipping 82/484 windows (no True pixels in skip_mask)
|
| 13 |
+
2026-03-26T18:11:47 clouds_decoded.modules.cloud_height_emulator.processor INFO Inference completed in 35.1 seconds
|
| 14 |
+
2026-03-26T18:11:51 clouds_decoded.project INFO [cloud_height] Completed in 39.6s
|
| 15 |
+
2026-03-26T18:11:53 clouds_decoded.modules.albedo_estimator.processor INFO Clear-sky fraction: 75.2%
|
| 16 |
+
2026-03-26T18:11:56 clouds_decoded.modules.albedo_estimator.processor INFO IDW: 1000 farthest-point samples (window=18px / 180m)
|
| 17 |
+
2026-03-26T18:11:58 clouds_decoded.modules.albedo_estimator.processor INFO IDW: interpolating 133956 output pixels from 1000 samples (k=8)
|
| 18 |
+
2026-03-26T18:11:58 clouds_decoded.modules.albedo_estimator.processor INFO IDW albedo estimation complete for 13 bands (samples=1000, k=8, grid=366x366)
|
| 19 |
+
2026-03-26T18:11:58 clouds_decoded.project INFO [albedo] Completed in 7.2s
|
| 20 |
+
2026-03-26T18:11:58 clouds_decoded.modules.refocus.processor INFO Refocusing 11 bands: ['B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B8A', 'B11', 'B12']
|
| 21 |
+
2026-03-26T18:12:52 clouds_decoded.modules.refocus.processor INFO Refocusing complete
|
| 22 |
+
2026-03-26T18:12:52 clouds_decoded.project INFO [refocus] Completed in 54.1s
|
| 23 |
+
2026-03-26T18:12:52 clouds_decoded.modules.refl2prop.processor INFO Loading bands...
|
| 24 |
+
2026-03-26T18:12:53 clouds_decoded.modules.refl2prop.processor INFO Using pre-computed albedo data
|
| 25 |
+
2026-03-26T18:12:53 clouds_decoded.modules.refl2prop.processor INFO Running Neural Inversion...
|
| 26 |
+
2026-03-26T18:12:56 clouds_decoded.modules.refl2prop.processor INFO Masking pixels where Cloud Height is invalid (<=0 or NaN)
|
| 27 |
+
2026-03-26T18:12:58 clouds_decoded.project INFO [cloud_properties] Completed in 5.4s
|