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The dataset generation failed
Error code: DatasetGenerationError
Exception: TypeError
Message: int() argument must be a string, a bytes-like object or a real number, not 'NoneType'
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1520, in _prepare_split_single
for key, record in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 130, in _generate_examples
for example_idx, example in enumerate(self._get_pipeline_from_tar(tar_path, tar_iterator)):
~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 34, in _get_pipeline_from_tar
for filename, f in tar_iterator:
^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/utils/track.py", line 49, in __iter__
for x in self.generator(*self.args):
~~~~~~~~~~~~~~^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 1405, in _iter_from_urlpath
with xopen(urlpath, "rb", download_config=download_config, block_size=0) as f:
~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 982, in xopen
file_obj = fs.open(paths[0], mode)
File "<string>", line 3, in open
File "/usr/local/lib/python3.14/unittest/mock.py", line 1176, in __call__
return self._mock_call(*args, **kwargs)
~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/unittest/mock.py", line 1180, in _mock_call
return self._execute_mock_call(*args, **kwargs)
~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/unittest/mock.py", line 1247, in _execute_mock_call
result = effect(*args, **kwargs)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 786, in wrapped
tracker.files[urlpath] = {"read": 0, "size": int(f.size)}
~~~^^^^^^^^
TypeError: int() argument must be a string, a bytes-like object or a real number, not 'NoneType'
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1382, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1560, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
jpg image | __key__ string | __url__ string |
|---|---|---|
A. Segmentation/1. Original Images/a. Training Set/IDRiD_01 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_02 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_03 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_04 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_05 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_06 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_07 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_08 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_09 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_10 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_11 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_12 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_13 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_14 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_15 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_16 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_17 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_18 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_19 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_20 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_21 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_22 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_23 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_24 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_25 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_26 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_27 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_28 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_29 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_30 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_31 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_32 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_33 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_34 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_35 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_36 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_37 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_38 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_39 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_40 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_41 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_42 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_43 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_44 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_45 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_46 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_47 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_48 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_49 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_50 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_51 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_52 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_53 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/a. Training Set/IDRiD_54 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_55 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_56 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_57 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_58 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_59 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_60 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_61 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_62 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_63 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_64 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_65 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_66 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_67 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_68 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_69 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_70 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_71 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_72 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_73 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_74 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_75 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_76 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_77 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_78 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_79 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_80 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
A. Segmentation/1. Original Images/b. Testing Set/IDRiD_81 | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar | |
Not supported with pagination yet | A. Segmentation/2. All Segmentation Groundtruths/a. Training Set/1. Microaneurysms/IDRiD_01_MA | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar |
Not supported with pagination yet | A. Segmentation/2. All Segmentation Groundtruths/a. Training Set/1. Microaneurysms/IDRiD_02_MA | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar |
Not supported with pagination yet | A. Segmentation/2. All Segmentation Groundtruths/a. Training Set/1. Microaneurysms/IDRiD_03_MA | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar |
Not supported with pagination yet | A. Segmentation/2. All Segmentation Groundtruths/a. Training Set/1. Microaneurysms/IDRiD_04_MA | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar |
Not supported with pagination yet | A. Segmentation/2. All Segmentation Groundtruths/a. Training Set/1. Microaneurysms/IDRiD_05_MA | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar |
Not supported with pagination yet | A. Segmentation/2. All Segmentation Groundtruths/a. Training Set/1. Microaneurysms/IDRiD_06_MA | hf://datasets/MaybeRichard/Opth_proj1@936c3241d01d7eb39647c8b68d0c1fb66598eb6a/annotations/idrid_annotations.tar |
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YAML Metadata Warning:The task_categories "medical-imaging" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other
Opth Project 1
This repository backs up the datasets, model checkpoints, experiment outputs, figures, manifests, and code snapshot used for Project 1: clinician-confirmed online adaptation for retinal diabetic retinopathy classification.
Contents
datasets/: archived fundus datasets used in the experiments.annotations/: IDRiD lesion/structure annotations for future lesion-click and attention-guided adaptation experiments.manifests/: labels and source/target split metadata.models/: trained ResNet50 checkpoints and validation metadata.results/: online adaptation summaries and bootstrap outputs.figures/: generated paper tables and plots.configs/: label mapping and source-target matrix.code/: OAIMS/classification code snapshot used for the experiments.docs/: study notes, paper planning logs, and dataset notes.
Primary Task
Referable diabetic retinopathy detection from fundus images, with grade 0/1 mapped to non-referable and grade 2/3/4 mapped to referable.
Intended Use
This backup is intended for research reproducibility and migration of the project across machines. The dataset archives are provided with attribution to the original data sources. Users are responsible for complying with each source dataset's license and terms.
Restore
Example:
tar -xf datasets/aptos2019.tar -C ./restored_datasets/
mkdir -p ./restored_datasets/eyepacs_augmented_resized_V2
tar -xf datasets/eyepacs_augmented_resized_v2_clean.tar -C ./restored_datasets/eyepacs_augmented_resized_V2/
See dataset_inventory.tsv, manifest_summary.tsv, and checksums.sha256 for file inventory and verification.
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