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ShadowCatLul
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clef_fungi_dtd_for_zero-shot

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The dataset generation failed

Error code:   DatasetGenerationError
Exception:    UnicodeDecodeError
Message:      'utf-8' codec can't decode byte 0xff in position 0: invalid start byte
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1855, in _prepare_split_single
                  for _, table in generator:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/csv/csv.py", line 188, in _generate_tables
                  csv_file_reader = pd.read_csv(file, iterator=True, dtype=dtype, **self.config.pd_read_csv_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/streaming.py", line 75, in wrapper
                  return function(*args, download_config=download_config, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/file_utils.py", line 1213, in xpandas_read_csv
                  return pd.read_csv(xopen(filepath_or_buffer, "rb", download_config=download_config), **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pandas/io/parsers/readers.py", line 1026, in read_csv
                  return _read(filepath_or_buffer, kwds)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pandas/io/parsers/readers.py", line 620, in _read
                  parser = TextFileReader(filepath_or_buffer, **kwds)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pandas/io/parsers/readers.py", line 1620, in __init__
                  self._engine = self._make_engine(f, self.engine)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pandas/io/parsers/readers.py", line 1898, in _make_engine
                  return mapping[engine](f, **self.options)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pandas/io/parsers/c_parser_wrapper.py", line 93, in __init__
                  self._reader = parsers.TextReader(src, **kwds)
                File "parsers.pyx", line 574, in pandas._libs.parsers.TextReader.__cinit__
                File "parsers.pyx", line 663, in pandas._libs.parsers.TextReader._get_header
                File "parsers.pyx", line 874, in pandas._libs.parsers.TextReader._tokenize_rows
                File "parsers.pyx", line 891, in pandas._libs.parsers.TextReader._check_tokenize_status
                File "parsers.pyx", line 2053, in pandas._libs.parsers.raise_parser_error
              UnicodeDecodeError: 'utf-8' codec can't decode byte 0xff in position 0: invalid start byte
              
              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 1436, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1053, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1898, 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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image_path string	class_name string	domain string	split string
d:\Магистратура\ВКР\CUB_200_2011_split\test\059.California_Gull\California_Gull_0123_41330.jpg	059.California_Gull	CUB_200_2011_split	test
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\005.Crested_Auklet\Crested_Auklet_0005_794922.jpg	005.Crested_Auklet	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\CUB_200_2011_split\train\147.Least_Tern\Least_Tern_0128_153732.jpg	147.Least_Tern	CUB_200_2011_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\test\109.American_Redstart\American_Redstart_0078_103268.jpg	109.American_Redstart	CUB_200_2011_split	test
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Paxillus involutus\2238567308-34948.JPG	Paxillus involutus	fungi_clef_2022_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\096.Hooded_Oriole\Hooded_Oriole_0076_90895.jpg	096.Hooded_Oriole	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Russula acrifolia\2238069121-228099.JPG	Russula acrifolia	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\val\Russula cuprea\2238362966-235858.JPG	Russula cuprea	fungi_clef_2022_split	val
d:\Магистратура\ВКР\dtd_split\val\freckled\freckled_0158.jpg	freckled	dtd_split	val
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\160.Black_throated_Blue_Warbler\Black_Throated_Blue_Warbler_0100_161622.jpg	160.Black_throated_Blue_Warbler	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\fungi_clef_2022_split\val\Agaricus sylvicola\2238496890-170540.JPG	Agaricus sylvicola	fungi_clef_2022_split	val
d:\Магистратура\ВКР\CUB_200_2011_split\val\051.Horned_Grebe\Horned_Grebe_0070_34514.jpg	051.Horned_Grebe	CUB_200_2011_split	val
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Tephromela atra\2238497681-244632.JPG	Tephromela atra	fungi_clef_2022_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\train\022.Chuck_will_Widow\Chuck_Will_Widow_0026_796963.jpg	022.Chuck_will_Widow	CUB_200_2011_split	train
d:\Магистратура\ВКР\dtd_split\test\braided\braided_0168.jpg	braided	dtd_split	test
d:\Магистратура\ВКР\fungi_clef_2022_split\test\Chroogomphus rutilus\2238330671-234248.JPG	Chroogomphus rutilus	fungi_clef_2022_split	test
d:\Магистратура\ВКР\dtd_split\test\chequered\chequered_0095.jpg	chequered	dtd_split	test
d:\Магистратура\ВКР\fungi_clef_2022_split\val\Hygrophoropsis aurantiaca\2238184632-306832.JPG	Hygrophoropsis aurantiaca	fungi_clef_2022_split	val
d:\Магистратура\ВКР\CUB_200_2011_split\val\089.Hooded_Merganser\Hooded_Merganser_0010_796785.jpg	089.Hooded_Merganser	CUB_200_2011_split	val
d:\Магистратура\ВКР\CUB_200_2011_split\val\152.Blue_headed_Vireo\Blue_Headed_Vireo_0122_156017.jpg	152.Blue_headed_Vireo	CUB_200_2011_split	val
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Lepista saeva\2238397453-14807.JPG	Lepista saeva	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Flammulaster granulosus\2238503716-245590.JPG	Flammulaster granulosus	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\val\Mycetinis scorodonius\2238171866-231026.JPG	Mycetinis scorodonius	fungi_clef_2022_split	val
d:\Магистратура\ВКР\CUB_200_2011_split\train\006.Least_Auklet\Least_Auklet_0016_1903.jpg	006.Least_Auklet	CUB_200_2011_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\val\Paxillus involutus\2868474468-64883.JPG	Paxillus involutus	fungi_clef_2022_split	val
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\049.Boat_tailed_Grackle\Boat_Tailed_Grackle_0009_33373.jpg	049.Boat_tailed_Grackle	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Parmelia sulcata\2592380209-131128.JPG	Parmelia sulcata	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Cyathus striatus\2238574518-36324.JPG	Cyathus striatus	fungi_clef_2022_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\test\060.Glaucous_winged_Gull\Glaucous_Winged_Gull_0096_45012.jpg	060.Glaucous_winged_Gull	CUB_200_2011_split	test
d:\Магистратура\ВКР\CUB_200_2011_split\val\198.Rock_Wren\Rock_Wren_0020_188895.jpg	198.Rock_Wren	CUB_200_2011_split	val
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Trichia crateriformis\2989721327-371907.JPG	Trichia crateriformis	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\test\Russula fellea\2901939446-292654.JPG	Russula fellea	fungi_clef_2022_split	test
d:\Магистратура\ВКР\dtd_split\train\banded\banded_0042.jpg	banded	dtd_split	train
d:\Магистратура\ВКР\dtd_split\train\sprinkled\sprinkled_0014.jpg	sprinkled	dtd_split	train
d:\Магистратура\ВКР\dtd_split\test\blotchy\blotchy_0074.jpg	blotchy	dtd_split	test
d:\Магистратура\ВКР\CUB_200_2011_split\test\190.Red_cockaded_Woodpecker\Red_Cockaded_Woodpecker_0060_182377.jpg	190.Red_cockaded_Woodpecker	CUB_200_2011_split	test
d:\Магистратура\ВКР\fungi_clef_2022_split\val\Agaricus sylvicola\2238213156-232909.JPG	Agaricus sylvicola	fungi_clef_2022_split	val
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Clavulina coralloides\2238508815-172563.JPG	Clavulina coralloides	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Puccinia caricina\2273187729-115183.JPG	Puccinia caricina	fungi_clef_2022_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\102.Western_Wood_Pewee\Western_Wood_Pewee_0035_795062.jpg	102.Western_Wood_Pewee	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\146.Forsters_Tern\Forsters_Tern_0127_150418.jpg	146.Forsters_Tern	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\fungi_clef_2022_split\val\Deconica horizontalis\2294395358-41407.JPG	Deconica horizontalis	fungi_clef_2022_split	val
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\149.Brown_Thrasher\Brown_Thrasher_0038_155246.jpg	149.Brown_Thrasher	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\dtd_split\val\studded\studded_0113.jpg	studded	dtd_split	val
d:\Магистратура\ВКР\dtd_split\test\gauzy\gauzy_0172.jpg	gauzy	dtd_split	test
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Amanita ceciliae\2238497724-96460.JPG	Amanita ceciliae	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\test\Aureoboletus gentilis\2883254457-364961.JPG	Aureoboletus gentilis	fungi_clef_2022_split	test
d:\Магистратура\ВКР\fungi_clef_2022_split\val\Chroogomphus rutilus\2238508712-321759.JPG	Chroogomphus rutilus	fungi_clef_2022_split	val
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\064.Ring_billed_Gull\Ring_Billed_Gull_0028_51454.jpg	064.Ring_billed_Gull	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\CUB_200_2011_split\train\001.Black_footed_Albatross\Black_Footed_Albatross_0001_796111.jpg	001.Black_footed_Albatross	CUB_200_2011_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\048.European_Goldfinch\European_Goldfinch_0005_33263.jpg	048.European_Goldfinch	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\dtd_split\train_new\waffled\waffled_0161.jpg	waffled	dtd_split	train_new
d:\Магистратура\ВКР\CUB_200_2011_split\train\147.Least_Tern\Least_Tern_0098_153820.jpg	147.Least_Tern	CUB_200_2011_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\173.Orange_crowned_Warbler\Orange_Crowned_Warbler_0018_168126.jpg	173.Orange_crowned_Warbler	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\dtd_split\train_new\lined\lined_0097.jpg	lined	dtd_split	train_new
d:\Магистратура\ВКР\dtd_split\train_new\pleated\pleated_0144.jpg	pleated	dtd_split	train_new
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Cyathus striatus\2238529739-101825.JPG	Cyathus striatus	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Hypotrachyna revoluta\2452379672-348230.JPG	Hypotrachyna revoluta	fungi_clef_2022_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\train\049.Boat_tailed_Grackle\Boat_Tailed_Grackle_0052_33676.jpg	049.Boat_tailed_Grackle	CUB_200_2011_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\train\162.Canada_Warbler\Canada_Warbler_0121_162310.jpg	162.Canada_Warbler	CUB_200_2011_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Russula aeruginea\2332528009-116355.JPG	Russula aeruginea	fungi_clef_2022_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\165.Chestnut_sided_Warbler\Chestnut_Sided_Warbler_0096_163672.jpg	165.Chestnut_sided_Warbler	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\139.Scarlet_Tanager\Scarlet_Tanager_0040_137885.jpg	139.Scarlet_Tanager	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\CUB_200_2011_split\test\051.Horned_Grebe\Horned_Grebe_0045_34859.jpg	051.Horned_Grebe	CUB_200_2011_split	test
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Lactarius rubrocinctus\2883265529-141604.JPG	Lactarius rubrocinctus	fungi_clef_2022_split	train
d:\Магистратура\ВКР\dtd_split\train\fibrous\fibrous_0130.jpg	fibrous	dtd_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\train\066.Western_Gull\Western_Gull_0098_53925.jpg	066.Western_Gull	CUB_200_2011_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Parasola lactea\2237910769-77158.JPG	Parasola lactea	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Clavulinopsis corniculata\2238437155-164769.JPG	Clavulinopsis corniculata	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Stereum rugosum\2237858732-299289.JPG	Stereum rugosum	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\test\Phaeolepiota aurea\2898632333-68941.JPG	Phaeolepiota aurea	fungi_clef_2022_split	test
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\146.Forsters_Tern\Forsters_Tern_0089_152372.jpg	146.Forsters_Tern	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\CUB_200_2011_split\test\155.Warbling_Vireo\Warbling_Vireo_0006_158467.jpg	155.Warbling_Vireo	CUB_200_2011_split	test
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Lyophyllum fumosum\2238130869-80969.JPG	Lyophyllum fumosum	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Amanita porphyria\2868482413-65403.JPG	Amanita porphyria	fungi_clef_2022_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\128.Seaside_Sparrow\Seaside_Sparrow_0034_796521.jpg	128.Seaside_Sparrow	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\CUB_200_2011_split\val\060.Glaucous_winged_Gull\Glaucous_Winged_Gull_0133_44738.jpg	060.Glaucous_winged_Gull	CUB_200_2011_split	val
d:\Магистратура\ВКР\CUB_200_2011_split\train\033.Yellow_billed_Cuckoo\Yellow_Billed_Cuckoo_0084_26761.jpg	033.Yellow_billed_Cuckoo	CUB_200_2011_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\test\192.Downy_Woodpecker\Downy_Woodpecker_0007_184051.jpg	192.Downy_Woodpecker	CUB_200_2011_split	test
d:\Магистратура\ВКР\CUB_200_2011_split\test\158.Bay_breasted_Warbler\Bay_Breasted_Warbler_0033_159912.jpg	158.Bay_breasted_Warbler	CUB_200_2011_split	test
d:\Магистратура\ВКР\fungi_clef_2022_split\val\Mycena tenerrima\2592380263-56778.JPG	Mycena tenerrima	fungi_clef_2022_split	val
d:\Магистратура\ВКР\fungi_clef_2022_split\test\Russula fellea\2238504172-321024.JPG	Russula fellea	fungi_clef_2022_split	test
d:\Магистратура\ВКР\fungi_clef_2022_split\val\Cetraria islandica\2238551655-180324.JPG	Cetraria islandica	fungi_clef_2022_split	val
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Bjerkandera adusta\2575121736-278497.JPG	Bjerkandera adusta	fungi_clef_2022_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\train_new\015.Lazuli_Bunting\Lazuli_Bunting_0086_14992.jpg	015.Lazuli_Bunting	CUB_200_2011_split	train_new
d:\Магистратура\ВКР\fungi_clef_2022_split\val\Helvella crispa\2238523564-100610.JPG	Helvella crispa	fungi_clef_2022_split	val
d:\Магистратура\ВКР\dtd_split\train_new\veined\veined_0150.jpg	veined	dtd_split	train_new
d:\Магистратура\ВКР\dtd_split\train_new\dotted\dotted_0146.jpg	dotted	dtd_split	train_new
d:\Магистратура\ВКР\CUB_200_2011_split\val\095.Baltimore_Oriole\Baltimore_Oriole_0091_88487.jpg	095.Baltimore_Oriole	CUB_200_2011_split	val
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Hygrocybe quieta\2238184062-306793.JPG	Hygrocybe quieta	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\val\Bjerkandera fumosa\2512875638-52170.JPG	Bjerkandera fumosa	fungi_clef_2022_split	val
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Physisporinus vitreus\2901950508-70551.JPG	Physisporinus vitreus	fungi_clef_2022_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\val\149.Brown_Thrasher\Brown_Thrasher_0124_155052.jpg	149.Brown_Thrasher	CUB_200_2011_split	val
d:\Магистратура\ВКР\dtd_split\train\stratified\stratified_0130.jpg	stratified	dtd_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Peniophora incarnata\2238537353-29479.JPG	Peniophora incarnata	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Xerocomellus pruinatus\2238558051-255492.JPG	Xerocomellus pruinatus	fungi_clef_2022_split	train
d:\Магистратура\ВКР\CUB_200_2011_split\test\025.Pelagic_Cormorant\Pelagic_Cormorant_0084_23836.jpg	025.Pelagic_Cormorant	CUB_200_2011_split	test
d:\Магистратура\ВКР\CUB_200_2011_split\test\040.Olive_sided_Flycatcher\Olive_Sided_Flycatcher_0077_30492.jpg	040.Olive_sided_Flycatcher	CUB_200_2011_split	test
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Hydropus subalpinus\2238491600-169741.JPG	Hydropus subalpinus	fungi_clef_2022_split	train
d:\Магистратура\ВКР\fungi_clef_2022_split\train\Bjerkandera fumosa\2460547584-126081.JPG	Bjerkandera fumosa	fungi_clef_2022_split	train

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clef_fungi_dtd_for_zero-shot -это датасет для задачи Zero-shot классификации изображений. Он включает изображения из доменов: CUB_200_2011, DTD, FungiCLEF_2022. Каждое изображение снабжено меткой класса.

Особенности

Домен(ы): CUB_200_2011, DTD, FungiCLEF_2022
Количество изображений: 56902
Количество классов: 200 + 47 + 1604
Формат данных: PNG/JPG, CSV-таблица с метками
Тип задачи: Zero-shot классификации изображений

Пример использования

from datasets import load_dataset

dataset = load_dataset("ShadowCatLul/clef_fungi_dtd_for_zero-shot")

# Пример итерации
for example in dataset["train"]:
    image = example["image"]
    label = example["label"]

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