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Datasets:
Gowtham25
/
hc-mts-training-data

Tasks:
Image Classification
Image Segmentation
Modalities:
Image
Tags:
dermatology
skin-lesion
clinical-photography
License:
Dataset card Data Studio Files
xet
 Community
Dataset Preview
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The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
id: string
group_id: string
image_path: string
mask_path: string
label: int64
l1: int64
source: string
fitzpatrick: int64
split: string
fine_label: string
to
{'id': Value('string'), 'group_id': Value('string'), 'image_path': Value('string'), 'mask_path': Value('string'), 'label': Value('int64'), 'l1': Value('int64'), 'source': Value('string'), 'fitzpatrick': Value('null'), 'split': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
                  for key, table 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/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              id: string
              group_id: string
              image_path: string
              mask_path: string
              label: int64
              l1: int64
              source: string
              fitzpatrick: int64
              split: string
              fine_label: string
              to
              {'id': Value('string'), 'group_id': Value('string'), 'image_path': Value('string'), 'mask_path': Value('string'), 'label': Value('int64'), 'l1': Value('int64'), 'source': Value('string'), 'fitzpatrick': Value('null'), 'split': Value('string')}
              because column names don't match
              
              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 1694, 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 1879, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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id
string
group_id
string
image_path
string
mask_path
string
label
int64
l1
int64
source
string
fitzpatrick
null
split
string
ISIC_0024306
HAM_0000550
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/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024306_segmentation.png
1
1
ham10000
null
train
ISIC_0024307
HAM_0003577
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024307.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024307_segmentation.png
1
1
ham10000
null
train
ISIC_0024308
HAM_0001477
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/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024308_segmentation.png
1
1
ham10000
null
train
ISIC_0024309
HAM_0000484
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1
1
ham10000
null
train
ISIC_0024310
HAM_0003350
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0
0
ham10000
null
train
ISIC_0024311
HAM_0000981
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1
1
ham10000
null
train
ISIC_0024312
HAM_0001359
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4
1
ham10000
null
train
ISIC_0024313
HAM_0002869
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/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024313_segmentation.png
0
0
ham10000
null
train
ISIC_0024314
HAM_0002198
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1
1
ham10000
null
train
ISIC_0024315
HAM_0007538
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0
0
ham10000
null
train
ISIC_0024316
HAM_0002718
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1
1
ham10000
null
train
ISIC_0024317
HAM_0003951
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1
1
ham10000
null
train
ISIC_0024318
HAM_0002450
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5
1
ham10000
null
train
ISIC_0024319
HAM_0003062
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1
1
ham10000
null
train
ISIC_0024320
HAM_0005039
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1
1
ham10000
null
train
ISIC_0024322
HAM_0001538
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1
1
ham10000
null
train
ISIC_0024323
HAM_0002493
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0
0
ham10000
null
train
ISIC_0024324
HAM_0000351
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4
1
ham10000
null
train
ISIC_0024325
HAM_0002044
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1
1
ham10000
null
train
ISIC_0024327
HAM_0005939
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1
1
ham10000
null
train
ISIC_0024329
HAM_0002954
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3
0
ham10000
null
train
ISIC_0024330
HAM_0006188
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5
1
ham10000
null
train
ISIC_0024331
HAM_0004662
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2
0
ham10000
null
train
ISIC_0024333
HAM_0007511
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0
0
ham10000
null
train
ISIC_0024334
HAM_0001472
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1
1
ham10000
null
train
ISIC_0024335
HAM_0004431
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1
1
ham10000
null
train
ISIC_0024336
HAM_0006732
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4
1
ham10000
null
train
ISIC_0024337
HAM_0005136
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4
1
ham10000
null
train
ISIC_0024338
HAM_0002809
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4
1
ham10000
null
train
ISIC_0024339
HAM_0005781
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1
1
ham10000
null
train
ISIC_0024340
HAM_0001160
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1
1
ham10000
null
train
ISIC_0024341
HAM_0002951
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1
1
ham10000
null
train
ISIC_0024342
HAM_0001981
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1
1
ham10000
null
train
ISIC_0024343
HAM_0000150
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1
1
ham10000
null
train
ISIC_0024344
HAM_0000380
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1
1
ham10000
null
train
ISIC_0024345
HAM_0006872
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2
0
ham10000
null
train
ISIC_0024346
HAM_0003411
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1
1
ham10000
null
train
ISIC_0024347
HAM_0003121
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1
1
ham10000
null
train
ISIC_0024348
HAM_0002426
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1
1
ham10000
null
train
ISIC_0024349
HAM_0000025
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1
1
ham10000
null
train
ISIC_0024351
HAM_0001349
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0
0
ham10000
null
train
ISIC_0024352
HAM_0004897
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1
1
ham10000
null
train
ISIC_0024353
HAM_0002847
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1
1
ham10000
null
train
ISIC_0024354
HAM_0004117
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1
1
ham10000
null
train
ISIC_0024355
HAM_0001525
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1
1
ham10000
null
train
ISIC_0024356
HAM_0000689
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1
1
ham10000
null
train
ISIC_0024357
HAM_0005676
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1
1
ham10000
null
train
ISIC_0024358
HAM_0000933
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4
1
ham10000
null
train
ISIC_0024359
HAM_0001112
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1
1
ham10000
null
train
ISIC_0024361
HAM_0005605
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024361.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024361_segmentation.png
1
1
ham10000
null
train
ISIC_0024362
HAM_0001758
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024362.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024362_segmentation.png
1
1
ham10000
null
train
ISIC_0024363
HAM_0004534
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024363.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024363_segmentation.png
1
1
ham10000
null
train
ISIC_0024364
HAM_0004535
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024364.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024364_segmentation.png
1
1
ham10000
null
train
ISIC_0024366
HAM_0002300
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024366.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024366_segmentation.png
1
1
ham10000
null
train
ISIC_0024367
HAM_0001726
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024367.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024367_segmentation.png
0
0
ham10000
null
train
ISIC_0024369
HAM_0004657
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024369.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024369_segmentation.png
1
1
ham10000
null
train
ISIC_0024370
HAM_0001780
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024370.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024370_segmentation.png
6
1
ham10000
null
train
ISIC_0024371
HAM_0000806
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024371.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024371_segmentation.png
4
1
ham10000
null
train
ISIC_0024372
HAM_0005389
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024372.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024372_segmentation.png
3
0
ham10000
null
train
ISIC_0024373
HAM_0003297
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024373.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024373_segmentation.png
1
1
ham10000
null
train
ISIC_0024374
HAM_0005361
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024374.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024374_segmentation.png
1
1
ham10000
null
train
ISIC_0024375
HAM_0005245
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024375.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024375_segmentation.png
6
1
ham10000
null
train
ISIC_0024376
HAM_0000984
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024376.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024376_segmentation.png
1
1
ham10000
null
train
ISIC_0024377
HAM_0002088
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024377.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024377_segmentation.png
1
1
ham10000
null
train
ISIC_0024378
HAM_0001580
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024378.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024378_segmentation.png
1
1
ham10000
null
train
ISIC_0024380
HAM_0002936
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024380.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024380_segmentation.png
1
1
ham10000
null
train
ISIC_0024381
HAM_0001057
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024381.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024381_segmentation.png
4
1
ham10000
null
train
ISIC_0024382
HAM_0004632
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024382.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024382_segmentation.png
4
1
ham10000
null
train
ISIC_0024383
HAM_0003668
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024383.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024383_segmentation.png
4
1
ham10000
null
train
ISIC_0024386
HAM_0005112
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024386.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024386_segmentation.png
5
1
ham10000
null
train
ISIC_0024387
HAM_0004156
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024387.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024387_segmentation.png
1
1
ham10000
null
train
ISIC_0024388
HAM_0002667
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024388.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024388_segmentation.png
1
1
ham10000
null
train
ISIC_0024390
HAM_0003645
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024390.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024390_segmentation.png
1
1
ham10000
null
train
ISIC_0024391
HAM_0002449
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024391.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024391_segmentation.png
1
1
ham10000
null
train
ISIC_0024392
HAM_0006311
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024392.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024392_segmentation.png
1
1
ham10000
null
train
ISIC_0024393
HAM_0001432
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024393.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024393_segmentation.png
1
1
ham10000
null
train
ISIC_0024394
HAM_0002547
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024394.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024394_segmentation.png
1
1
ham10000
null
train
ISIC_0024395
HAM_0000813
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024395.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024395_segmentation.png
1
1
ham10000
null
train
ISIC_0024396
HAM_0002450
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024396.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024396_segmentation.png
5
1
ham10000
null
train
ISIC_0024397
HAM_0001501
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024397.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024397_segmentation.png
1
1
ham10000
null
train
ISIC_0024398
HAM_0001672
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024398.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024398_segmentation.png
1
1
ham10000
null
train
ISIC_0024399
HAM_0004064
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024399.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024399_segmentation.png
1
1
ham10000
null
train
ISIC_0024400
HAM_0006751
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024400.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024400_segmentation.png
0
0
ham10000
null
train
ISIC_0024403
HAM_0003680
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024403.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024403_segmentation.png
2
0
ham10000
null
train
ISIC_0024404
HAM_0005076
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024404.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024404_segmentation.png
1
1
ham10000
null
train
ISIC_0024405
HAM_0001060
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024405.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024405_segmentation.png
1
1
ham10000
null
train
ISIC_0024406
HAM_0007480
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024406.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024406_segmentation.png
1
1
ham10000
null
train
ISIC_0024407
HAM_0002775
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024407.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024407_segmentation.png
1
1
ham10000
null
train
ISIC_0024408
HAM_0004768
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024408.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024408_segmentation.png
4
1
ham10000
null
train
ISIC_0024409
HAM_0000835
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024409.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024409_segmentation.png
4
1
ham10000
null
train
ISIC_0024410
HAM_0007530
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024410.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024410_segmentation.png
0
0
ham10000
null
train
ISIC_0024412
HAM_0003835
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024412.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024412_segmentation.png
4
1
ham10000
null
train
ISIC_0024413
HAM_0001110
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024413.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024413_segmentation.png
1
1
ham10000
null
train
ISIC_0024414
HAM_0006226
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024414.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024414_segmentation.png
1
1
ham10000
null
train
ISIC_0024415
HAM_0005586
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024415.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024415_segmentation.png
1
1
ham10000
null
train
ISIC_0024416
HAM_0002172
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024416.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024416_segmentation.png
1
1
ham10000
null
train
ISIC_0024417
HAM_0003473
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024417.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024417_segmentation.png
1
1
ham10000
null
train
ISIC_0024419
HAM_0001792
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024419.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024419_segmentation.png
1
1
ham10000
null
train
ISIC_0024420
HAM_0006201
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024420.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024420_segmentation.png
4
1
ham10000
null
train
ISIC_0024421
HAM_0001260
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/train/ISIC2018_Task3_Training_Input/ISIC_0024421.jpg
/opt/dlami/nvme/workspace/skin_disease_classification/data/raw/ham10000/segmentations/HAM10000_segmentations_lesion_tschandl/ISIC_0024421_segmentation.png
1
1
ham10000
null
train
End of preview.

HC-MTS training data bundle

This dataset repo contains everything needed to reproduce our training indices without mirroring the full ~82 GB raw ISIC/HAM corpus (those remain under their original licenses — see DATASETS.md).

Contents

Path Description
manifests/gold_seg.jsonl Tier A gold image–mask catalog (30,155 QC rows; HAM, IMA++, ISIC Task1, PH2)
manifests/gold_seg_summary.json Gold catalog counts by source/status
manifests/splits/ S0 segmentation train/val/test splits derived from gold catalog
manifests/ All other jsonl splits (S1, S2 L1, L1.5, SkinDisNet, DDI holdout)
HANDOFF.md Engineer handoff: what is here vs raw disk, rebuild steps
sources/sd-198.zip SD-198 clinical 198-class images (~6.5k) used for L1.5
metrics/ Held-out benchmark JSON from training runs
DATASETS.md Download URLs & licenses for remaining raw sources
scripts/ download_all.sh, SCIN builder, manifest builders

Rebuild full raw corpus

After git clone the code repo:

bash scripts/setup_from_hf.sh          # this repo + production weights
bash scripts/download_all.sh           # HAM, ISIC, Fitzpatrick, …
python3 scripts/download_scin.py
python3 scripts/extract_completed.py
python3 scripts/verify_datasets.py
python -m hc_mts.data.stages
python -m hc_mts.data.l15

L1.5 family manifest

Built by hc_mts/data/l15.py — merges SCIN, Fitzpatrick17k, SkinDisNet, SD-198, Kaggle DermNet-style sets, Pacific album, monkeypox originals, foot-ulcer challenge images. Neoplasm folders excluded; per-source train caps applied.
Downloads last month
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Total file size:
1.39 GB