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ct-tranchau
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Rootscope

Image Classification
Joblib
rootscope
biology
plant-biology
microscopy
image-segmentation
cell-type-classification
cellpose
dinov2
Model card Files
xet
 Community
ct-tranchau commited on
Commit
1b9ca92
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1 Parent(s): 848dd82

Move v2 to the repo root and v1 into v1/

Browse files
Files changed (19) hide show
  1. backbone.pt +2 -2
  2. feature_columns.joblib +2 -2
  3. feature_scaler_LightGBM.joblib +2 -2
  4. feature_scaler_RandomForest.joblib +2 -2
  5. feature_scaler_XGBoost.joblib +2 -2
  6. label_encoder.joblib +2 -2
  7. meta.json +42 -0
  8. model_LightGBM.joblib +2 -2
  9. model_RandomForest.joblib +2 -2
  10. model_XGBoost.joblib +2 -2
  11. v1/backbone.pt +3 -0
  12. v1/feature_columns.joblib +3 -0
  13. v1/feature_scaler_LightGBM.joblib +3 -0
  14. v1/feature_scaler_RandomForest.joblib +3 -0
  15. v1/feature_scaler_XGBoost.joblib +3 -0
  16. v1/label_encoder.joblib +3 -0
  17. v1/model_LightGBM.joblib +3 -0
  18. v1/model_RandomForest.joblib +3 -0
  19. v1/model_XGBoost.joblib +3 -0
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+ {
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+ "arch": "vitb14",
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+ "hub_name": "dinov2_vitb14_reg",
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+ "emb_dim": 768,
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+ "classes": [
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+ "root_cap",
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+ "epidermis",
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+ "exodermis",
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+ "cortex",
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+ "endodermis",
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+ "pericycle",
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+ "best_val_acc": 0.8455103179029559,
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+ "unfreeze_blocks": 12,
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+ "min_confidence": 0.6,
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+ "val_images": [
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+ "EarlyMaturation2_Ecrusgalli_RootTip_AO_09.aivia.tif",
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+ "Fanomila_RootTip_AO_03.aivia.tif",
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+ "Maturation2_Agraveolens_RootTip_AO_Position25.aivia.tif",
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+ "Maturation2_Dcaryophyllus_5Agarose_RootTip_AO_09.aivia.tif",
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+ "Maturation2_Ecrusgalli_RootTip_AO_14.aivia.tif",
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+ "Maturation2_Nattenuata_RootTip_AO_02_Crop.aivia.tif",
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+ "Maturation2_Sbicolor_RootTip_AO_03.aivia.tif",
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+ "Maturation3_Cmaxima_RootTip_AO_12.aivia.tif",
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+ "Maturation3_Tglabra_5Agarose_AO_04 - Projected.aivia.tif",
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+ "Mature1_Outlined_Inil_RootTip_AO_9.aivia.tif",
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+ "Mature1_Trepens_RootTip_AO_2.aivia.tif",
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+ "Mature1_Turgidum_RootTip_AO_8.aivia.tif",
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+ "Mature2_Trepens_RootTip_AO_8.aivia.tif",
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+ "Mature3_Inil_RootTip_AO_2.aivia.tif",
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+ "Mature3_Trepens_RootTip_AO_9.aivia.tif",
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+ "Meristem1_Psativum_RootTip_AO_16.aivia.tif",
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+ "Meristem2_Toccidentale_RootTip_AO_6.aivia.tif",
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+ "Meristem3_Turgidum_RootTip_AO_9.aivia.tif",
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+ "Sarcanum_Meristem1.aivia.tif",
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