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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
image_path: string
sample_id: string
generation: null
schema_version: string
source: struct<benchmark_split: string, category: string, compat_id: string, dataset: string, dataset_versio (... 324 chars omitted)
  child 0, benchmark_split: string
  child 1, category: string
  child 2, compat_id: string
  child 3, dataset: string
  child 4, dataset_version: string
  child 5, defect_subtype: string
  child 6, exact_duplicate_ids: list<item: null>
      child 0, item: null
  child 7, height: int64
  child 8, identity_group: string
  child 9, image_abs: string
  child 10, image_path: string
  child 11, image_sha256: string
  child 12, in_development: bool
  child 13, label: int64
  child 14, mask_abs: string
  child 15, mask_path: string
  child 16, mask_sha256: string
  child 17, official_split: string
  child 18, source_id: string
  child 19, width: int64
output: struct<path: string, sha256: null>
  child 0, path: string
  child 1, sha256: null
quality: struct<clip_fraction_before_encoding: null, gradient_energy_ratio: null, psnr_srgb: null, ssim_srgb: (... 29 chars omitted)
  child 0, clip_fraction_before_encoding: null
  child 1, gradient_energy_ratio: null
  child 2, psnr_srgb: null
  child 3, ssim_srgb: null
  child 4, technical_valid: null
to
{'generation': {'active_effects': List(Value('string')), 'assignment_seed': Value('int64'), 'blur': Json(decode=True), 'blur_kind': Value('string'), 'component_tiers': Json(decode=True), 'dominant_effect': Value('string'), 'exposure_ev': Value('float64'), 'jpeg': {'chroma_subsampling': Value('string'), 'enabled': Value('bool'), 'quality': Value('int64')}, 'noise': Json(decode=True), 'operator_order': List(Value('string')), 'parameter_seed': Value('int64'), 'profile': Value('string'), 'realization_id': Value('int64'), 'realization_seed': Value('int64'), 'recipe_tier': Value('int64'), 'reference_short_side': Value('int64'), 'resampling': {'enabled': Value('bool'), 'factor': Value('float64')}, 'spatial_scale_q': Value('float64'), 'track': Value('string')}, 'output': {'path': Value('string'), 'sha256': Value('null')}, 'quality': {'clip_fraction_before_encoding': Value('null'), 'gradient_energy_ratio': Value('null'), 'psnr_srgb': Value('null'), 'ssim_srgb': Value('null'), 'technical_valid': Value('null')}, 'sample_id': Value('string'), 'schema_version': Value('string'), 'source': {'benchmark_split': Value('string'), 'category': Value('string'), 'compat_id': Value('string'), 'dataset': Value('string'), 'dataset_version': Value('string'), 'defect_subtype': Value('string'), 'exact_duplicate_ids': List(Value('null')), 'height': Value('int64'), 'identity_group': Value('string'), 'image_abs': Value('string'), 'image_path': Value('string'), 'image_sha256': Value('string'), 'in_development': Value('bool'), 'label': Value('int64'), 'mask_abs': Value('string'), 'mask_path': Value('string'), 'mask_sha256': Value('string'), 'official_split': Value('string'), 'source_id': Value('string'), 'width': Value('int64')}}
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
              image_path: string
              sample_id: string
              generation: null
              schema_version: string
              source: struct<benchmark_split: string, category: string, compat_id: string, dataset: string, dataset_versio (... 324 chars omitted)
                child 0, benchmark_split: string
                child 1, category: string
                child 2, compat_id: string
                child 3, dataset: string
                child 4, dataset_version: string
                child 5, defect_subtype: string
                child 6, exact_duplicate_ids: list<item: null>
                    child 0, item: null
                child 7, height: int64
                child 8, identity_group: string
                child 9, image_abs: string
                child 10, image_path: string
                child 11, image_sha256: string
                child 12, in_development: bool
                child 13, label: int64
                child 14, mask_abs: string
                child 15, mask_path: string
                child 16, mask_sha256: string
                child 17, official_split: string
                child 18, source_id: string
                child 19, width: int64
              output: struct<path: string, sha256: null>
                child 0, path: string
                child 1, sha256: null
              quality: struct<clip_fraction_before_encoding: null, gradient_energy_ratio: null, psnr_srgb: null, ssim_srgb: (... 29 chars omitted)
                child 0, clip_fraction_before_encoding: null
                child 1, gradient_energy_ratio: null
                child 2, psnr_srgb: null
                child 3, ssim_srgb: null
                child 4, technical_valid: null
              to
              {'generation': {'active_effects': List(Value('string')), 'assignment_seed': Value('int64'), 'blur': Json(decode=True), 'blur_kind': Value('string'), 'component_tiers': Json(decode=True), 'dominant_effect': Value('string'), 'exposure_ev': Value('float64'), 'jpeg': {'chroma_subsampling': Value('string'), 'enabled': Value('bool'), 'quality': Value('int64')}, 'noise': Json(decode=True), 'operator_order': List(Value('string')), 'parameter_seed': Value('int64'), 'profile': Value('string'), 'realization_id': Value('int64'), 'realization_seed': Value('int64'), 'recipe_tier': Value('int64'), 'reference_short_side': Value('int64'), 'resampling': {'enabled': Value('bool'), 'factor': Value('float64')}, 'spatial_scale_q': Value('float64'), 'track': Value('string')}, 'output': {'path': Value('string'), 'sha256': Value('null')}, 'quality': {'clip_fraction_before_encoding': Value('null'), 'gradient_energy_ratio': Value('null'), 'psnr_srgb': Value('null'), 'ssim_srgb': Value('null'), 'technical_valid': Value('null')}, 'sample_id': Value('string'), 'schema_version': Value('string'), 'source': {'benchmark_split': Value('string'), 'category': Value('string'), 'compat_id': Value('string'), 'dataset': Value('string'), 'dataset_version': Value('string'), 'defect_subtype': Value('string'), 'exact_duplicate_ids': List(Value('null')), 'height': Value('int64'), 'identity_group': Value('string'), 'image_abs': Value('string'), 'image_path': Value('string'), 'image_sha256': Value('string'), 'in_development': Value('bool'), 'label': Value('int64'), 'mask_abs': Value('string'), 'mask_path': Value('string'), 'mask_sha256': Value('string'), 'official_split': Value('string'), 'source_id': Value('string'), 'width': Value('int64')}}
              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 1880, 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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generation
dict
output
dict
quality
dict
sample_id
string
schema_version
string
source
dict
{ "active_effects": [ "overexposure" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_p...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_large__005.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/broken_large/005
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/broken_large/005", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "broken_large", "exact_duplicate_ids": [], "height": 900, "identity_group": "cb4dfa6e11f536aa8746834d41e27f86facf51fb8c92e421af7c6d...
{ "active_effects": [ "isotropic_gaussian" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": nu...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_large__007.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/broken_large/007
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/broken_large/007", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "broken_large", "exact_duplicate_ids": [], "height": 900, "identity_group": "944292b41adbdcbc22c19027f3e0b02eae1cd9defa93bb41e4f4ac...
{ "active_effects": [ "underexposure", "linear_motion", "gaussian_noise", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": 0.7324352464, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 10.0285283075, "length_px_native": ...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_large__008.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/broken_large/008
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/broken_large/008", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "broken_large", "exact_duplicate_ids": [], "height": 900, "identity_group": "0ded17a988dd56d1027d90402e0eff6030727b541c7c263bd77287...
{ "active_effects": [ "isotropic_gaussian" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": nu...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_large__014.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/broken_large/014
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/broken_large/014", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "broken_large", "exact_duplicate_ids": [], "height": 900, "identity_group": "e32c92da6a4689dfb9aa8e627da233b154d3f141c171aa6abfd32b...
{ "active_effects": [ "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_px_native...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_large__017.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/broken_large/017
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/broken_large/017", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "broken_large", "exact_duplicate_ids": [], "height": 900, "identity_group": "32a2c9cf43301567ccbb7c2e9a4eccff5a8e464de8a9c545885d6b...
{ "active_effects": [ "overexposure" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_p...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_large__019.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/broken_large/019
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/broken_large/019", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "broken_large", "exact_duplicate_ids": [], "height": 900, "identity_group": "6807074bef09e3257c3bb516167264a9003ca666e1ddb65d7e3060...
{ "active_effects": [ "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_small__000.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/broken_small/000
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/broken_small/000", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "broken_small", "exact_duplicate_ids": [], "height": 900, "identity_group": "05b96e1102fba8cc19bf60e17d33a0830247df2bbba56cae3df100...
{ "active_effects": [ "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_small__001.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/broken_small/001
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/broken_small/001", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "broken_small", "exact_duplicate_ids": [], "height": 900, "identity_group": "bc60260af053f2f84f71550dda6f2d88c9c8e427109a56249f0dc6...
{ "active_effects": [ "overexposure", "anisotropic_gaussian", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": 2.5312737226, "aniso_ratio": 2.0560160426, "boundary": "reflect", "kernel_sha256": null, "kind": "anisotropic_gaussian", "length_px_at_512": null, "leng...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_small__014.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/broken_small/014
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/broken_small/014", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "broken_small", "exact_duplicate_ids": [], "height": 900, "identity_group": "c74fb6a0cfc32692175c6f97f337fa49a0146a2ccb66ffa308e90b...
{ "active_effects": [ "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_px_native...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__contamination__003.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/contamination/003
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/contamination/003", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "contamination", "exact_duplicate_ids": [], "height": 900, "identity_group": "023c4e62fbe0b7f408245e85b8fc60259d826dedee67fdc5a416...
{ "active_effects": [ "linear_motion" ], "assignment_seed": 1729, "blur": { "angle_rad": 1.7523964062, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 15.2756496734, "length_px_native": 26.851727941500002, "radius_px_at_512": null, "...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__contamination__009.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/contamination/009
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/contamination/009", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "contamination", "exact_duplicate_ids": [], "height": 900, "identity_group": "ee3e214406dac4a5334c37423f86495f6f4440569a8b9c4b4d77...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__contamination__015.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/contamination/015
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/contamination/015", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "contamination", "exact_duplicate_ids": [], "height": 900, "identity_group": "1e8ba471a607de42e71890f010c0e7a620522f5c55abc8f64d52...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__contamination__020.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/contamination/020
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/contamination/020", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "contamination", "exact_duplicate_ids": [], "height": 900, "identity_group": "19dd90eb49a90512b56e9174da1fdd6e8a2ef40e590bfb8d76b1...
{ "active_effects": [ "underexposure" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__good__000.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/good/000
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/good/000", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 900, "identity_group": "9e7bfe658efe9b6db2607a96405b4ac6880936eaf93b89c85bcd311122ceb57b", "im...
{ "active_effects": [ "anisotropic_gaussian", "downsample_restore", "gaussian_noise", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": 0.0443827367, "aniso_ratio": 1.7806605415, "boundary": "reflect", "kernel_sha256": null, "kind": "anisotropic_gaussian", "length...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__good__007.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/good/007
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/good/007", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 900, "identity_group": "7d3036445dcce53d746e8e1804eca5e2acaa2646c85eb574782c74a940a72921", "im...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_...
{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__good__011.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/good/011
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/good/011", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 900, "identity_group": "17033f7fb5f93eee444224d7dd9482a6444c526e0f68591a21b12b4d356cbb8a", "im...
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{ "path": "mvtec_ad/bottle/mvtec_ad__bottle__test__good__017.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::bottle/test/good/017
arad_compact_v1
{ "benchmark_split": "development", "category": "bottle", "compat_id": "bottle/test/good/017", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 900, "identity_group": "ac516a2650e86145083c3a5c5b6c13b44062b4ec8daec52ee7fc81fe2fec6d4d", "im...
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{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__bent_wire__001.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/bent_wire/001
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/bent_wire/001", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "bent_wire", "exact_duplicate_ids": [], "height": 1024, "identity_group": "6f906f05817d54a62532add0da5f56314a5508babd5849d5a3fa571001ad1...
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{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__bent_wire__003.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/bent_wire/003
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/bent_wire/003", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "bent_wire", "exact_duplicate_ids": [], "height": 1024, "identity_group": "3fca90a1c05ba97cadf5d8c944a927377396c958f14faae9780d6d7ec4af2...
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{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__bent_wire__011.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/bent_wire/011
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/bent_wire/011", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "bent_wire", "exact_duplicate_ids": [], "height": 1024, "identity_group": "8f46af648cd3dfe2d8508a1ef1b1e6c069deedf5501b15c96aa0e23056de0...
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{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__cable_swap__006.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/cable_swap/006
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/cable_swap/006", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "cable_swap", "exact_duplicate_ids": [], "height": 1024, "identity_group": "8bca508db4180ef69b41f10ac4839541aa1a8a4ed155aa9251e7e280d3f...
{ "active_effects": [ "overexposure", "anisotropic_gaussian", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": 1.089434153, "aniso_ratio": 2.3333280911, "boundary": "reflect", "kernel_sha256": null, "kind": "anisotropic_gaussian", "length_px_at_512": null, "lengt...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__combined__000.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/combined/000
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/combined/000", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "combined", "exact_duplicate_ids": [], "height": 1024, "identity_group": "47ed695bc2eaee856eb30ec91aa93f06eec2213b38466a2f311ac14e9af96e5...
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{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__cut_inner_insulation__002.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/cut_inner_insulation/002
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/cut_inner_insulation/002", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "cut_inner_insulation", "exact_duplicate_ids": [], "height": 1024, "identity_group": "ae4e18abefaa126ceb6615239ed4a41e70bd00c...
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{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__cut_inner_insulation__013.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/cut_inner_insulation/013
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/cut_inner_insulation/013", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "cut_inner_insulation", "exact_duplicate_ids": [], "height": 1024, "identity_group": "d3b166250cc9390c15ca87cc86e76c0dc0699f0...
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{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__cut_outer_insulation__006.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/cut_outer_insulation/006
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/cut_outer_insulation/006", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "cut_outer_insulation", "exact_duplicate_ids": [], "height": 1024, "identity_group": "e8776f468ba0eaec953a8d92aa40b205afae4f0...
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{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__good__001.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/good/001
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/good/001", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "c9f4e885d36c3d5ea584709dabf756e92e032af97b3b078f9ef25604d3db6d8d", "ima...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__good__007.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/good/007
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/good/007", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "58520808633f344223adfa4ca238da7e4dba708029302fc56b7da9c619eafbd7", "ima...
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{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__good__011.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/good/011
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/good/011", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "2afc83087d9e7780b4d25c31a33f97c6c6733cf5ab3cb83ef21bd7c6918a7f67", "ima...
{ "active_effects": [ "linear_motion", "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": 1.7982582894, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 14.6645794408, "length_px_native": 29.3291588816, "radius_px_at_...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__good__012.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/good/012
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/good/012", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "6d07ab68ea3ccb441accde1d4aee138f2599aa5bd22a4bb2e0f2c918098a7909", "ima...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__good__013.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/good/013
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/good/013", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "2135e38f1cf2ee48f2c71d5cce21c874d59bf638f3731e1aa8ffb46d717b6bb4", "ima...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "gaussian_noise", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": nu...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__good__019.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/good/019
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/good/019", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "e193e77e2e2c120d24fddd9a739834f3a72b2170d61fb8922b15833c89d74166", "ima...
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{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__good__023.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/good/023
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/good/023", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "0777bfef91c93311d3941d5827b69d19a9f489310d0fe9b2074173fa15174a37", "ima...
{ "active_effects": [ "overexposure" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_p...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__good__042.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/good/042
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/good/042", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "cde36183abea265777cb8eeaf79344f4b90004733efbe35f95f66fd4e36ecc1d", "ima...
{ "active_effects": [ "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_px_native...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__good__043.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/good/043
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/good/043", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "45e01e0feb9ddfb35103512d567ede78db60b2dd61d714383153322cbc9bed58", "ima...
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{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__good__048.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/good/048
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/good/048", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "c6eec4f5ad7bc99597fe388848ea04f4a4ae8885bda27a28cbd2beac193ba102", "ima...
{ "active_effects": [ "linear_motion", "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": 2.7558011598, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 8.5597079227, "length_px_native": 17.1194158453, "radius_px_at_5...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__good__050.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/good/050
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/good/050", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "653da904fc28d7eee4af05cf5581187169d3f0888211d10c0a0cd0cce6cd1fd3", "ima...
{ "active_effects": [ "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__good__057.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/good/057
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/good/057", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "afe6089417fe57e1895154184a474ac8e2f27d0cea1239fa1f5a66220294d2ef", "ima...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__missing_cable__000.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/missing_cable/000
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/missing_cable/000", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "missing_cable", "exact_duplicate_ids": [], "height": 1024, "identity_group": "c6d4fa84b74e7bfa12418c9cf916ff3320218a311bfe715b29e04...
{ "active_effects": [ "anisotropic_gaussian", "downsample_restore", "gaussian_noise", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": 2.061112067, "aniso_ratio": 1.6974125669, "boundary": "reflect", "kernel_sha256": null, "kind": "anisotropic_gaussian", "length_...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__missing_cable__004.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/missing_cable/004
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/missing_cable/004", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "missing_cable", "exact_duplicate_ids": [], "height": 1024, "identity_group": "743565aae35c24988caa77968f11031a8323f01fe3503afc8c44e...
{ "active_effects": [ "underexposure" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__missing_cable__007.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/missing_cable/007
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/missing_cable/007", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "missing_cable", "exact_duplicate_ids": [], "height": 1024, "identity_group": "754a195ba346e4d20b079e05e10b6afc18f4f00d9b98fcc337ef2...
{ "active_effects": [ "linear_motion" ], "assignment_seed": 1729, "blur": { "angle_rad": 1.5133509381999999, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 16.2770711147, "length_px_native": 32.5541422294, "radius_px_at_512": null, ...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__missing_wire__000.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/missing_wire/000
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/missing_wire/000", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "missing_wire", "exact_duplicate_ids": [], "height": 1024, "identity_group": "c838f7782fe11b6a9d9cdc36990ea393ca3d200b75be6b5af360815...
{ "active_effects": [ "disk_defocus" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "disk_defocus", "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": 7.5207727308, "radius_px_native": 15.041...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__missing_wire__003.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/missing_wire/003
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/missing_wire/003", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "missing_wire", "exact_duplicate_ids": [], "height": 1024, "identity_group": "6993b9c7ebb2578ed7c255f79a51f4bda5f5e8214ed9a48b4d573bf...
{ "active_effects": [ "underexposure", "linear_motion", "gaussian_noise", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": 3.1104165592, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 12.8831604833, "length_px_native": ...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__missing_wire__005.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/missing_wire/005
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/missing_wire/005", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "missing_wire", "exact_duplicate_ids": [], "height": 1024, "identity_group": "9e106de34c09cf7f45481d7ceebe341e7d0b624f8c4993d95068653...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__missing_wire__008.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/missing_wire/008
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/missing_wire/008", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "missing_wire", "exact_duplicate_ids": [], "height": 1024, "identity_group": "c4f6fa26dbfe6acdaca9f367c17a21eadf69464b1b858629b86301e...
{ "active_effects": [ "underexposure", "disk_defocus", "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "disk_defocus", "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": 4...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__poke_insulation__001.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/poke_insulation/001
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/poke_insulation/001", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "poke_insulation", "exact_duplicate_ids": [], "height": 1024, "identity_group": "be9567b15a3a093ec7af14ea3c67d46833ecadb863aa62da6...
{ "active_effects": [ "anisotropic_gaussian" ], "assignment_seed": 1729, "blur": { "angle_rad": 0.079335784, "aniso_ratio": 2.377754532, "boundary": "reflect", "kernel_sha256": null, "kind": "anisotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_p...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__poke_insulation__003.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/poke_insulation/003
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/poke_insulation/003", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "poke_insulation", "exact_duplicate_ids": [], "height": 1024, "identity_group": "570d81dee47e05bd6e30beaac95616c934c5369a5f74917e8...
{ "active_effects": [ "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_px_native...
{ "path": "mvtec_ad/cable/mvtec_ad__cable__test__poke_insulation__008.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::cable/test/poke_insulation/008
arad_compact_v1
{ "benchmark_split": "development", "category": "cable", "compat_id": "cable/test/poke_insulation/008", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "poke_insulation", "exact_duplicate_ids": [], "height": 1024, "identity_group": "9adbbc7479d387b47db1eebda6dd2510aee380e17c7735cc8...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__crack__003.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/crack/003
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/crack/003", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "crack", "exact_duplicate_ids": [], "height": 1000, "identity_group": "c53205f6aba7f10cf1302155ec173c4b5fc04a85cec9d5cf32bb464443f8bab3"...
{ "active_effects": [ "underexposure" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__crack__004.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/crack/004
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/crack/004", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "crack", "exact_duplicate_ids": [], "height": 1000, "identity_group": "5f9a15491b9b942276e72deeaf4f89a5fe9be28a797177eaf6e09cceaed83cce"...
{ "active_effects": [ "anisotropic_gaussian" ], "assignment_seed": 1729, "blur": { "angle_rad": 0.1863822192, "aniso_ratio": 2.8726923426, "boundary": "reflect", "kernel_sha256": null, "kind": "anisotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__crack__012.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/crack/012
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/crack/012", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "crack", "exact_duplicate_ids": [], "height": 1000, "identity_group": "51da9479d5dfc761473cb55b2bcfd0a9cc9d29137e97602ce5d82f814a840e60"...
{ "active_effects": [ "anisotropic_gaussian" ], "assignment_seed": 1729, "blur": { "angle_rad": 1.0797937615, "aniso_ratio": 1.6332905832, "boundary": "reflect", "kernel_sha256": null, "kind": "anisotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__crack__016.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/crack/016
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/crack/016", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "crack", "exact_duplicate_ids": [], "height": 1000, "identity_group": "d79566142ee85520ae5db0a443b3643aed87152c9a5bf6dbd42cb7f2c119a770"...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__good__001.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/good/001
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/good/001", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1000, "identity_group": "329429f109ca9750ed6accb74c719f9257bee603fbfcd91017932b06dfa21ef3", ...
{ "active_effects": [ "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_px_native...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__good__006.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/good/006
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/good/006", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1000, "identity_group": "68eecb14ce7aeca6f1db41ce4a3e1d47c9e40221e2e2b5eee74b1333469828a5", ...
{ "active_effects": [ "underexposure", "linear_motion", "gaussian_noise", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": 1.3345249565000001, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 13.6765394645, "length_px_nat...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__good__008.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/good/008
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/good/008", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1000, "identity_group": "85840f30a41dd16c28973a43c2b25a38da5114b4d60e5966595af6c490fef44d", ...
{ "active_effects": [ "overexposure", "anisotropic_gaussian", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": 2.847708456, "aniso_ratio": 2.7041146695, "boundary": "reflect", "kernel_sha256": null, "kind": "anisotropic_gaussian", "length_px_at_512": null, "lengt...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__good__018.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/good/018
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/good/018", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1000, "identity_group": "d049beb23eae822a019c2bf52a260196a2747ea921262306529ac23ded549fb4", ...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__good__020.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/good/020
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/good/020", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1000, "identity_group": "245a48284fa594533271fd723a55e8d05fbc7c8c514fd5d355eec6f8ff2e9e92", ...
{ "active_effects": [ "underexposure", "disk_defocus", "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "disk_defocus", "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": 2...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__poke__000.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/poke/000
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/poke/000", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "poke", "exact_duplicate_ids": [], "height": 1000, "identity_group": "17250f77c17c15f653c9924933e192a4e96647ed91eceb5935156bf819629be1", ...
{ "active_effects": [ "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_px_native...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__poke__001.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/poke/001
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/poke/001", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "poke", "exact_duplicate_ids": [], "height": 1000, "identity_group": "3ced8e481d7d7cc07f5f885dc7db4b5e10e3017ad193f33194f3856975d2f5b6", ...
{ "active_effects": [ "overexposure", "anisotropic_gaussian", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": 0.07415119070000001, "aniso_ratio": 1.8929834827, "boundary": "reflect", "kernel_sha256": null, "kind": "anisotropic_gaussian", "length_px_at_512": null, ...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__poke__003.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/poke/003
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/poke/003", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "poke", "exact_duplicate_ids": [], "height": 1000, "identity_group": "865fe5dd2f4ea60b3c2a43ae8a6b5142eb6195bf15b6284e30ae31aee09f3836", ...
{ "active_effects": [ "underexposure", "disk_defocus", "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "disk_defocus", "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": 4...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__poke__004.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/poke/004
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/poke/004", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "poke", "exact_duplicate_ids": [], "height": 1000, "identity_group": "a7a8ca3ca91328131b21b885486b611483c8df41eb4ff0931fccd2df1cb99724", ...
{ "active_effects": [ "isotropic_gaussian" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": nu...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__poke__005.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/poke/005
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/poke/005", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "poke", "exact_duplicate_ids": [], "height": 1000, "identity_group": "6274475577cc2ef066fcd79f01048a7229ba212fa3c529e6445f0cc2258063df", ...
{ "active_effects": [ "isotropic_gaussian" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": nu...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__poke__016.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/poke/016
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/poke/016", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "poke", "exact_duplicate_ids": [], "height": 1000, "identity_group": "612810f76fdcf9b6b26e86e4978de50949fd18bb787f41084120a337e6db69c5", ...
{ "active_effects": [ "overexposure" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_p...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__scratch__000.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/scratch/000
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/scratch/000", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "scratch", "exact_duplicate_ids": [], "height": 1000, "identity_group": "f2affe78c2d06202819520c1d74a13cd4ff2467d5c6eaa52f073c2b0644f4...
{ "active_effects": [ "isotropic_gaussian" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": nu...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__scratch__007.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/scratch/007
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/scratch/007", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "scratch", "exact_duplicate_ids": [], "height": 1000, "identity_group": "468c60496275b35ba5e6531bce1ff4ffdf45b50eea5166333d96cedd27aff...
{ "active_effects": [ "linear_motion", "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": 1.6464206928, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 20.5914225223, "length_px_native": 40.2176221138, "radius_px_at_...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__scratch__013.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/scratch/013
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/scratch/013", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "scratch", "exact_duplicate_ids": [], "height": 1000, "identity_group": "08a532f218f9155fb934a4a704b5b054b71e366628f4a1294950a30c1a2f7...
{ "active_effects": [ "linear_motion", "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": 2.835468105, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 7.5042511458, "length_px_native": 14.6567405191, "radius_px_at_51...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__scratch__018.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/scratch/018
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/scratch/018", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "scratch", "exact_duplicate_ids": [], "height": 1000, "identity_group": "ee36046089cd9cc7482058a120d0824a871437232b7c2536bb8fdbde2afd6...
{ "active_effects": [ "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__scratch__020.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/scratch/020
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/scratch/020", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "scratch", "exact_duplicate_ids": [], "height": 1000, "identity_group": "093bc97fa7a7c2a21337981c725a503e7da858f787968e032522aedd246ba...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "gaussian_noise", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": nu...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__squeeze__001.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/squeeze/001
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/squeeze/001", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "squeeze", "exact_duplicate_ids": [], "height": 1000, "identity_group": "3e60541e78494f3a3d410859f742ea3aa3b9d050a86e1eba967c616d46b66...
{ "active_effects": [ "linear_motion", "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": 0.8754905178, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 9.3447506471, "length_px_native": 18.2514661076, "radius_px_at_5...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__squeeze__002.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/squeeze/002
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/squeeze/002", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "squeeze", "exact_duplicate_ids": [], "height": 1000, "identity_group": "057d11aeff99cac7065c36bfe9c59af373affbe783ab27abc244aeec73538...
{ "active_effects": [ "overexposure" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_p...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__squeeze__004.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/squeeze/004
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/squeeze/004", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "squeeze", "exact_duplicate_ids": [], "height": 1000, "identity_group": "6d5f8898ae3d8affadd8c8853a8026c48586aa71c7cbe8fb7e1f8186163ea...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__squeeze__006.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/squeeze/006
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/squeeze/006", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "squeeze", "exact_duplicate_ids": [], "height": 1000, "identity_group": "ce1d557eadfc4405172155258c0258b27b2dddb00504b2cd9dcdb43f9b6df...
{ "active_effects": [ "linear_motion", "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": 2.1929258066, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 19.95829601, "length_px_native": 38.9810468944, "radius_px_at_51...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__squeeze__009.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/squeeze/009
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/squeeze/009", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "squeeze", "exact_duplicate_ids": [], "height": 1000, "identity_group": "e131c1a2c4244b0be1a48ba4de390f3e88bc2bbe925548f83b3f28b149d9a...
{ "active_effects": [ "underexposure", "linear_motion", "gaussian_noise", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": 1.7727502, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 19.8657111744, "length_px_native": 38....
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__squeeze__012.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/squeeze/012
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/squeeze/012", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "squeeze", "exact_duplicate_ids": [], "height": 1000, "identity_group": "9ab2faa52919adf2d631b8ab40985612796c8caae0ab2559f641876d89f07...
{ "active_effects": [ "anisotropic_gaussian" ], "assignment_seed": 1729, "blur": { "angle_rad": 1.3990455266000001, "aniso_ratio": 1.5356142297000002, "boundary": "reflect", "kernel_sha256": null, "kind": "anisotropic_gaussian", "length_px_at_512": null, "length_px_native": null,...
{ "path": "mvtec_ad/capsule/mvtec_ad__capsule__test__squeeze__017.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::capsule/test/squeeze/017
arad_compact_v1
{ "benchmark_split": "development", "category": "capsule", "compat_id": "capsule/test/squeeze/017", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "squeeze", "exact_duplicate_ids": [], "height": 1000, "identity_group": "f96d65a4ac8b65746dd62174a8f1970898299b9ca07f6e91491167f464ce0...
{ "active_effects": [ "underexposure" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_...
{ "path": "mvtec_ad/carpet/mvtec_ad__carpet__test__color__002.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::carpet/test/color/002
arad_compact_v1
{ "benchmark_split": "development", "category": "carpet", "compat_id": "carpet/test/color/002", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "color", "exact_duplicate_ids": [], "height": 1024, "identity_group": "862872685fb8e8ac71b86270444cd3fdda2007596434ebfbe156d81ec782a2ae", ...
{ "active_effects": [ "underexposure", "linear_motion", "gaussian_noise", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": 1.030117986, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 8.4138495691, "length_px_native": 16...
{ "path": "mvtec_ad/carpet/mvtec_ad__carpet__test__color__007.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::carpet/test/color/007
arad_compact_v1
{ "benchmark_split": "development", "category": "carpet", "compat_id": "carpet/test/color/007", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "color", "exact_duplicate_ids": [], "height": 1024, "identity_group": "96eaaa608a2266541ddb549380eae7bc1f018395432e2c746faf7534990d7768", ...
{ "active_effects": [ "overexposure", "anisotropic_gaussian", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": 1.854762612, "aniso_ratio": 1.9820618721, "boundary": "reflect", "kernel_sha256": null, "kind": "anisotropic_gaussian", "length_px_at_512": null, "lengt...
{ "path": "mvtec_ad/carpet/mvtec_ad__carpet__test__color__009.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::carpet/test/color/009
arad_compact_v1
{ "benchmark_split": "development", "category": "carpet", "compat_id": "carpet/test/color/009", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "color", "exact_duplicate_ids": [], "height": 1024, "identity_group": "956d84f7ebcfc246a9130745c6c8fabac472025cb4802584ff24ee8c63f5b112", ...
{ "active_effects": [ "disk_defocus" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "disk_defocus", "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": 5.5120139159, "radius_px_native": 11.024...
{ "path": "mvtec_ad/carpet/mvtec_ad__carpet__test__cut__001.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::carpet/test/cut/001
arad_compact_v1
{ "benchmark_split": "development", "category": "carpet", "compat_id": "carpet/test/cut/001", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "cut", "exact_duplicate_ids": [], "height": 1024, "identity_group": "ff79bdb335d9380ae6ca0e298cad2f2935d157e0ad32a665c16c0cf51703f116", "i...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "gaussian_noise", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": nu...
{ "path": "mvtec_ad/carpet/mvtec_ad__carpet__test__cut__005.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::carpet/test/cut/005
arad_compact_v1
{ "benchmark_split": "development", "category": "carpet", "compat_id": "carpet/test/cut/005", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "cut", "exact_duplicate_ids": [], "height": 1024, "identity_group": "1ef0ba5bc5117dc62877636d9d694f04be77a9b9ecf8779f0c0368b492c94d4a", "i...
{ "active_effects": [ "disk_defocus" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "disk_defocus", "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": 4.9760498254000005, "radius_px_native": ...
{ "path": "mvtec_ad/carpet/mvtec_ad__carpet__test__cut__008.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::carpet/test/cut/008
arad_compact_v1
{ "benchmark_split": "development", "category": "carpet", "compat_id": "carpet/test/cut/008", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "cut", "exact_duplicate_ids": [], "height": 1024, "identity_group": "f8097a80c1a15dd32d3b5b3cd8f6e9de0ddef6d05423ce07263c1b9e7f8d5f56", "i...
{ "active_effects": [ "anisotropic_gaussian", "downsample_restore", "gaussian_noise", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": 2.644717181, "aniso_ratio": 2.9533544987, "boundary": "reflect", "kernel_sha256": null, "kind": "anisotropic_gaussian", "length_...
{ "path": "mvtec_ad/carpet/mvtec_ad__carpet__test__cut__011.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::carpet/test/cut/011
arad_compact_v1
{ "benchmark_split": "development", "category": "carpet", "compat_id": "carpet/test/cut/011", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "cut", "exact_duplicate_ids": [], "height": 1024, "identity_group": "a829e220893cabc4553c5ffe5303501a15d1876dc9d1e149c8d2b732c4307108", "i...
{ "active_effects": [ "underexposure" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": null, "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": null, "sigma_major_...
{ "path": "mvtec_ad/carpet/mvtec_ad__carpet__test__good__000.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::carpet/test/good/000
arad_compact_v1
{ "benchmark_split": "development", "category": "carpet", "compat_id": "carpet/test/good/000", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "22c6a63be1eec01601689abb9e794b69ee0aefc1addd9233c63b7e02c70dc0b5", "i...
{ "active_effects": [ "anisotropic_gaussian" ], "assignment_seed": 1729, "blur": { "angle_rad": 1.0831545175, "aniso_ratio": 1.6571886456, "boundary": "reflect", "kernel_sha256": null, "kind": "anisotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius...
{ "path": "mvtec_ad/carpet/mvtec_ad__carpet__test__good__005.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::carpet/test/good/005
arad_compact_v1
{ "benchmark_split": "development", "category": "carpet", "compat_id": "carpet/test/good/005", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "1affd101ed59c87279548b4cfa97d5c926093e230b7e0c0168fb25eb1c0f4ba5", "i...
{ "active_effects": [ "isotropic_gaussian" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_512": null, "radius_px_native": nu...
{ "path": "mvtec_ad/carpet/mvtec_ad__carpet__test__good__011.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::carpet/test/good/011
arad_compact_v1
{ "benchmark_split": "development", "category": "carpet", "compat_id": "carpet/test/good/011", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "2dea27682886b3b68875fcfb086098534f7f51b72bb90aa566dee0103614c218", "i...
{ "active_effects": [ "isotropic_gaussian", "downsample_restore", "jpeg" ], "assignment_seed": 1729, "blur": { "angle_rad": null, "boundary": "reflect", "kernel_sha256": null, "kind": "isotropic_gaussian", "length_px_at_512": null, "length_px_native": null, "radius_px_at_...
{ "path": "mvtec_ad/carpet/mvtec_ad__carpet__test__good__016.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::carpet/test/good/016
arad_compact_v1
{ "benchmark_split": "development", "category": "carpet", "compat_id": "carpet/test/good/016", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "2ea65ab222f2c2fbbe381a4b354907a0d43d356368730cbf3766b21f885774e8", "i...
{ "active_effects": [ "linear_motion", "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": 2.2947957662, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 13.5508198484, "length_px_native": 27.1016396969, "radius_px_at_...
{ "path": "mvtec_ad/carpet/mvtec_ad__carpet__test__good__018.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::carpet/test/good/018
arad_compact_v1
{ "benchmark_split": "development", "category": "carpet", "compat_id": "carpet/test/good/018", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "a599c36ab888bc98eae60e6a9b870ae1f686f335f15413eaf29e1a968fc4d83a", "i...
{ "active_effects": [ "linear_motion", "gaussian_noise" ], "assignment_seed": 1729, "blur": { "angle_rad": 1.3056581635, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 17.4361722495, "length_px_native": 34.872344499, "radius_px_at_5...
{ "path": "mvtec_ad/carpet/mvtec_ad__carpet__test__good__021.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::carpet/test/good/021
arad_compact_v1
{ "benchmark_split": "development", "category": "carpet", "compat_id": "carpet/test/good/021", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": null, "exact_duplicate_ids": [], "height": 1024, "identity_group": "5db1d42adf0266a33c5060dba434925731c5231122dd8ad029d448d566544a93", "i...
{ "active_effects": [ "linear_motion" ], "assignment_seed": 1729, "blur": { "angle_rad": 0.1272705637, "boundary": "reflect", "kernel_sha256": null, "kind": "linear_motion", "length_px_at_512": 8.2191778778, "length_px_native": 16.4383557555, "radius_px_at_512": null, "radius...
{ "path": "mvtec_ad/carpet/mvtec_ad__carpet__test__hole__000.png", "sha256": null }
{ "clip_fraction_before_encoding": null, "gradient_energy_ratio": null, "psnr_srgb": null, "ssim_srgb": null, "technical_valid": null }
mvtec_ad::carpet/test/hole/000
arad_compact_v1
{ "benchmark_split": "development", "category": "carpet", "compat_id": "carpet/test/hole/000", "dataset": "mvtec_ad", "dataset_version": "2019", "defect_subtype": "hole", "exact_duplicate_ids": [], "height": 1024, "identity_group": "d2740db7d12ef923a5db4ef4c5a49a4bdb7b7d4af9f4024680988bf1cc88a6da", ...
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