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| # Copyright (c) OpenMMLab. All rights reserved. | |
| # Pre-defined categories names of various datasets. | |
| VOC2007_CATEGORIES = ('aeroplane', 'bicycle', 'bird', 'boat', 'bottle', 'bus', | |
| 'car', 'cat', 'chair', 'cow', 'diningtable', 'dog', | |
| 'horse', 'motorbike', 'person', 'pottedplant', 'sheep', | |
| 'sofa', 'train', 'tvmonitor') | |
| CUB_CATEGORIES = ( | |
| 'Black_footed_Albatross', 'Laysan_Albatross', 'Sooty_Albatross', | |
| 'Groove_billed_Ani', 'Crested_Auklet', 'Least_Auklet', 'Parakeet_Auklet', | |
| 'Rhinoceros_Auklet', 'Brewer_Blackbird', 'Red_winged_Blackbird', | |
| 'Rusty_Blackbird', 'Yellow_headed_Blackbird', 'Bobolink', 'Indigo_Bunting', | |
| 'Lazuli_Bunting', 'Painted_Bunting', 'Cardinal', 'Spotted_Catbird', | |
| 'Gray_Catbird', 'Yellow_breasted_Chat', 'Eastern_Towhee', | |
| 'Chuck_will_Widow', 'Brandt_Cormorant', 'Red_faced_Cormorant', | |
| 'Pelagic_Cormorant', 'Bronzed_Cowbird', 'Shiny_Cowbird', 'Brown_Creeper', | |
| 'American_Crow', 'Fish_Crow', 'Black_billed_Cuckoo', 'Mangrove_Cuckoo', | |
| 'Yellow_billed_Cuckoo', 'Gray_crowned_Rosy_Finch', 'Purple_Finch', | |
| 'Northern_Flicker', 'Acadian_Flycatcher', 'Great_Crested_Flycatcher', | |
| 'Least_Flycatcher', 'Olive_sided_Flycatcher', 'Scissor_tailed_Flycatcher', | |
| 'Vermilion_Flycatcher', 'Yellow_bellied_Flycatcher', 'Frigatebird', | |
| 'Northern_Fulmar', 'Gadwall', 'American_Goldfinch', 'European_Goldfinch', | |
| 'Boat_tailed_Grackle', 'Eared_Grebe', 'Horned_Grebe', 'Pied_billed_Grebe', | |
| 'Western_Grebe', 'Blue_Grosbeak', 'Evening_Grosbeak', 'Pine_Grosbeak', | |
| 'Rose_breasted_Grosbeak', 'Pigeon_Guillemot', 'California_Gull', | |
| 'Glaucous_winged_Gull', 'Heermann_Gull', 'Herring_Gull', 'Ivory_Gull', | |
| 'Ring_billed_Gull', 'Slaty_backed_Gull', 'Western_Gull', | |
| 'Anna_Hummingbird', 'Ruby_throated_Hummingbird', 'Rufous_Hummingbird', | |
| 'Green_Violetear', 'Long_tailed_Jaeger', 'Pomarine_Jaeger', 'Blue_Jay', | |
| 'Florida_Jay', 'Green_Jay', 'Dark_eyed_Junco', 'Tropical_Kingbird', | |
| 'Gray_Kingbird', 'Belted_Kingfisher', 'Green_Kingfisher', | |
| 'Pied_Kingfisher', 'Ringed_Kingfisher', 'White_breasted_Kingfisher', | |
| 'Red_legged_Kittiwake', 'Horned_Lark', 'Pacific_Loon', 'Mallard', | |
| 'Western_Meadowlark', 'Hooded_Merganser', 'Red_breasted_Merganser', | |
| 'Mockingbird', 'Nighthawk', 'Clark_Nutcracker', 'White_breasted_Nuthatch', | |
| 'Baltimore_Oriole', 'Hooded_Oriole', 'Orchard_Oriole', 'Scott_Oriole', | |
| 'Ovenbird', 'Brown_Pelican', 'White_Pelican', 'Western_Wood_Pewee', | |
| 'Sayornis', 'American_Pipit', 'Whip_poor_Will', 'Horned_Puffin', | |
| 'Common_Raven', 'White_necked_Raven', 'American_Redstart', 'Geococcyx', | |
| 'Loggerhead_Shrike', 'Great_Grey_Shrike', 'Baird_Sparrow', | |
| 'Black_throated_Sparrow', 'Brewer_Sparrow', 'Chipping_Sparrow', | |
| 'Clay_colored_Sparrow', 'House_Sparrow', 'Field_Sparrow', 'Fox_Sparrow', | |
| 'Grasshopper_Sparrow', 'Harris_Sparrow', 'Henslow_Sparrow', | |
| 'Le_Conte_Sparrow', 'Lincoln_Sparrow', 'Nelson_Sharp_tailed_Sparrow', | |
| 'Savannah_Sparrow', 'Seaside_Sparrow', 'Song_Sparrow', 'Tree_Sparrow', | |
| 'Vesper_Sparrow', 'White_crowned_Sparrow', 'White_throated_Sparrow', | |
| 'Cape_Glossy_Starling', 'Bank_Swallow', 'Barn_Swallow', 'Cliff_Swallow', | |
| 'Tree_Swallow', 'Scarlet_Tanager', 'Summer_Tanager', 'Artic_Tern', | |
| 'Black_Tern', 'Caspian_Tern', 'Common_Tern', 'Elegant_Tern', | |
| 'Forsters_Tern', 'Least_Tern', 'Green_tailed_Towhee', 'Brown_Thrasher', | |
| 'Sage_Thrasher', 'Black_capped_Vireo', 'Blue_headed_Vireo', | |
| 'Philadelphia_Vireo', 'Red_eyed_Vireo', 'Warbling_Vireo', | |
| 'White_eyed_Vireo', 'Yellow_throated_Vireo', 'Bay_breasted_Warbler', | |
| 'Black_and_white_Warbler', 'Black_throated_Blue_Warbler', | |
| 'Blue_winged_Warbler', 'Canada_Warbler', 'Cape_May_Warbler', | |
| 'Cerulean_Warbler', 'Chestnut_sided_Warbler', 'Golden_winged_Warbler', | |
| 'Hooded_Warbler', 'Kentucky_Warbler', 'Magnolia_Warbler', | |
| 'Mourning_Warbler', 'Myrtle_Warbler', 'Nashville_Warbler', | |
| 'Orange_crowned_Warbler', 'Palm_Warbler', 'Pine_Warbler', | |
| 'Prairie_Warbler', 'Prothonotary_Warbler', 'Swainson_Warbler', | |
| 'Tennessee_Warbler', 'Wilson_Warbler', 'Worm_eating_Warbler', | |
| 'Yellow_Warbler', 'Northern_Waterthrush', 'Louisiana_Waterthrush', | |
| 'Bohemian_Waxwing', 'Cedar_Waxwing', 'American_Three_toed_Woodpecker', | |
| 'Pileated_Woodpecker', 'Red_bellied_Woodpecker', 'Red_cockaded_Woodpecker', | |
| 'Red_headed_Woodpecker', 'Downy_Woodpecker', 'Bewick_Wren', 'Cactus_Wren', | |
| 'Carolina_Wren', 'House_Wren', 'Marsh_Wren', 'Rock_Wren', 'Winter_Wren', | |
| 'Common_Yellowthroat') | |
| IMAGENET_CATEGORIES = ( | |
| 'tench, Tinca tinca', | |
| 'goldfish, Carassius auratus', | |
| 'great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias', # noqa: E501 | |
| 'tiger shark, Galeocerdo cuvieri', | |
| 'hammerhead, hammerhead shark', | |
| 'electric ray, crampfish, numbfish, torpedo', | |
| 'stingray', | |
| 'cock', | |
| 'hen', | |
| 'ostrich, Struthio camelus', | |
| 'brambling, Fringilla montifringilla', | |
| 'goldfinch, Carduelis carduelis', | |
| 'house finch, linnet, Carpodacus mexicanus', | |
| 'junco, snowbird', | |
| 'indigo bunting, indigo finch, indigo bird, Passerina cyanea', | |
| 'robin, American robin, Turdus migratorius', | |
| 'bulbul', | |
| 'jay', | |
| 'magpie', | |
| 'chickadee', | |
| 'water ouzel, dipper', | |
| 'kite', | |
| 'bald eagle, American eagle, Haliaeetus leucocephalus', | |
| 'vulture', | |
| 'great grey owl, great gray owl, Strix nebulosa', | |
| 'European fire salamander, Salamandra salamandra', | |
| 'common newt, Triturus vulgaris', | |
| 'eft', | |
| 'spotted salamander, Ambystoma maculatum', | |
| 'axolotl, mud puppy, Ambystoma mexicanum', | |
| 'bullfrog, Rana catesbeiana', | |
| 'tree frog, tree-frog', | |
| 'tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui', | |
| 'loggerhead, loggerhead turtle, Caretta caretta', | |
| 'leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea', # noqa: E501 | |
| 'mud turtle', | |
| 'terrapin', | |
| 'box turtle, box tortoise', | |
| 'banded gecko', | |
| 'common iguana, iguana, Iguana iguana', | |
| 'American chameleon, anole, Anolis carolinensis', | |
| 'whiptail, whiptail lizard', | |
| 'agama', | |
| 'frilled lizard, Chlamydosaurus kingi', | |
| 'alligator lizard', | |
| 'Gila monster, Heloderma suspectum', | |
| 'green lizard, Lacerta viridis', | |
| 'African chameleon, Chamaeleo chamaeleon', | |
| 'Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis', # noqa: E501 | |
| 'African crocodile, Nile crocodile, Crocodylus niloticus', | |
| 'American alligator, Alligator mississipiensis', | |
| 'triceratops', | |
| 'thunder snake, worm snake, Carphophis amoenus', | |
| 'ringneck snake, ring-necked snake, ring snake', | |
| 'hognose snake, puff adder, sand viper', | |
| 'green snake, grass snake', | |
| 'king snake, kingsnake', | |
| 'garter snake, grass snake', | |
| 'water snake', | |
| 'vine snake', | |
| 'night snake, Hypsiglena torquata', | |
| 'boa constrictor, Constrictor constrictor', | |
| 'rock python, rock snake, Python sebae', | |
| 'Indian cobra, Naja naja', | |
| 'green mamba', | |
| 'sea snake', | |
| 'horned viper, cerastes, sand viper, horned asp, Cerastes cornutus', | |
| 'diamondback, diamondback rattlesnake, Crotalus adamanteus', | |
| 'sidewinder, horned rattlesnake, Crotalus cerastes', | |
| 'trilobite', | |
| 'harvestman, daddy longlegs, Phalangium opilio', | |
| 'scorpion', | |
| 'black and gold garden spider, Argiope aurantia', | |
| 'barn spider, Araneus cavaticus', | |
| 'garden spider, Aranea diademata', | |
| 'black widow, Latrodectus mactans', | |
| 'tarantula', | |
| 'wolf spider, hunting spider', | |
| 'tick', | |
| 'centipede', | |
| 'black grouse', | |
| 'ptarmigan', | |
| 'ruffed grouse, partridge, Bonasa umbellus', | |
| 'prairie chicken, prairie grouse, prairie fowl', | |
| 'peacock', | |
| 'quail', | |
| 'partridge', | |
| 'African grey, African gray, Psittacus erithacus', | |
| 'macaw', | |
| 'sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita', | |
| 'lorikeet', | |
| 'coucal', | |
| 'bee eater', | |
| 'hornbill', | |
| 'hummingbird', | |
| 'jacamar', | |
| 'toucan', | |
| 'drake', | |
| 'red-breasted merganser, Mergus serrator', | |
| 'goose', | |
| 'black swan, Cygnus atratus', | |
| 'tusker', | |
| 'echidna, spiny anteater, anteater', | |
| 'platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus', # noqa: E501 | |
| 'wallaby, brush kangaroo', | |
| 'koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus', # noqa: E501 | |
| 'wombat', | |
| 'jellyfish', | |
| 'sea anemone, anemone', | |
| 'brain coral', | |
| 'flatworm, platyhelminth', | |
| 'nematode, nematode worm, roundworm', | |
| 'conch', | |
| 'snail', | |
| 'slug', | |
| 'sea slug, nudibranch', | |
| 'chiton, coat-of-mail shell, sea cradle, polyplacophore', | |
| 'chambered nautilus, pearly nautilus, nautilus', | |
| 'Dungeness crab, Cancer magister', | |
| 'rock crab, Cancer irroratus', | |
| 'fiddler crab', | |
| 'king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica', # noqa: E501 | |
| 'American lobster, Northern lobster, Maine lobster, Homarus americanus', # noqa: E501 | |
| 'spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish', # noqa: E501 | |
| 'crayfish, crawfish, crawdad, crawdaddy', | |
| 'hermit crab', | |
| 'isopod', | |
| 'white stork, Ciconia ciconia', | |
| 'black stork, Ciconia nigra', | |
| 'spoonbill', | |
| 'flamingo', | |
| 'little blue heron, Egretta caerulea', | |
| 'American egret, great white heron, Egretta albus', | |
| 'bittern', | |
| 'crane', | |
| 'limpkin, Aramus pictus', | |
| 'European gallinule, Porphyrio porphyrio', | |
| 'American coot, marsh hen, mud hen, water hen, Fulica americana', | |
| 'bustard', | |
| 'ruddy turnstone, Arenaria interpres', | |
| 'red-backed sandpiper, dunlin, Erolia alpina', | |
| 'redshank, Tringa totanus', | |
| 'dowitcher', | |
| 'oystercatcher, oyster catcher', | |
| 'pelican', | |
| 'king penguin, Aptenodytes patagonica', | |
| 'albatross, mollymawk', | |
| 'grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus', # noqa: E501 | |
| 'killer whale, killer, orca, grampus, sea wolf, Orcinus orca', | |
| 'dugong, Dugong dugon', | |
| 'sea lion', | |
| 'Chihuahua', | |
| 'Japanese spaniel', | |
| 'Maltese dog, Maltese terrier, Maltese', | |
| 'Pekinese, Pekingese, Peke', | |
| 'Shih-Tzu', | |
| 'Blenheim spaniel', | |
| 'papillon', | |
| 'toy terrier', | |
| 'Rhodesian ridgeback', | |
| 'Afghan hound, Afghan', | |
| 'basset, basset hound', | |
| 'beagle', | |
| 'bloodhound, sleuthhound', | |
| 'bluetick', | |
| 'black-and-tan coonhound', | |
| 'Walker hound, Walker foxhound', | |
| 'English foxhound', | |
| 'redbone', | |
| 'borzoi, Russian wolfhound', | |
| 'Irish wolfhound', | |
| 'Italian greyhound', | |
| 'whippet', | |
| 'Ibizan hound, Ibizan Podenco', | |
| 'Norwegian elkhound, elkhound', | |
| 'otterhound, otter hound', | |
| 'Saluki, gazelle hound', | |
| 'Scottish deerhound, deerhound', | |
| 'Weimaraner', | |
| 'Staffordshire bullterrier, Staffordshire bull terrier', | |
| 'American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier', # noqa: E501 | |
| 'Bedlington terrier', | |
| 'Border terrier', | |
| 'Kerry blue terrier', | |
| 'Irish terrier', | |
| 'Norfolk terrier', | |
| 'Norwich terrier', | |
| 'Yorkshire terrier', | |
| 'wire-haired fox terrier', | |
| 'Lakeland terrier', | |
| 'Sealyham terrier, Sealyham', | |
| 'Airedale, Airedale terrier', | |
| 'cairn, cairn terrier', | |
| 'Australian terrier', | |
| 'Dandie Dinmont, Dandie Dinmont terrier', | |
| 'Boston bull, Boston terrier', | |
| 'miniature schnauzer', | |
| 'giant schnauzer', | |
| 'standard schnauzer', | |
| 'Scotch terrier, Scottish terrier, Scottie', | |
| 'Tibetan terrier, chrysanthemum dog', | |
| 'silky terrier, Sydney silky', | |
| 'soft-coated wheaten terrier', | |
| 'West Highland white terrier', | |
| 'Lhasa, Lhasa apso', | |
| 'flat-coated retriever', | |
| 'curly-coated retriever', | |
| 'golden retriever', | |
| 'Labrador retriever', | |
| 'Chesapeake Bay retriever', | |
| 'German short-haired pointer', | |
| 'vizsla, Hungarian pointer', | |
| 'English setter', | |
| 'Irish setter, red setter', | |
| 'Gordon setter', | |
| 'Brittany spaniel', | |
| 'clumber, clumber spaniel', | |
| 'English springer, English springer spaniel', | |
| 'Welsh springer spaniel', | |
| 'cocker spaniel, English cocker spaniel, cocker', | |
| 'Sussex spaniel', | |
| 'Irish water spaniel', | |
| 'kuvasz', | |
| 'schipperke', | |
| 'groenendael', | |
| 'malinois', | |
| 'briard', | |
| 'kelpie', | |
| 'komondor', | |
| 'Old English sheepdog, bobtail', | |
| 'Shetland sheepdog, Shetland sheep dog, Shetland', | |
| 'collie', | |
| 'Border collie', | |
| 'Bouvier des Flandres, Bouviers des Flandres', | |
| 'Rottweiler', | |
| 'German shepherd, German shepherd dog, German police dog, alsatian', | |
| 'Doberman, Doberman pinscher', | |
| 'miniature pinscher', | |
| 'Greater Swiss Mountain dog', | |
| 'Bernese mountain dog', | |
| 'Appenzeller', | |
| 'EntleBucher', | |
| 'boxer', | |
| 'bull mastiff', | |
| 'Tibetan mastiff', | |
| 'French bulldog', | |
| 'Great Dane', | |
| 'Saint Bernard, St Bernard', | |
| 'Eskimo dog, husky', | |
| 'malamute, malemute, Alaskan malamute', | |
| 'Siberian husky', | |
| 'dalmatian, coach dog, carriage dog', | |
| 'affenpinscher, monkey pinscher, monkey dog', | |
| 'basenji', | |
| 'pug, pug-dog', | |
| 'Leonberg', | |
| 'Newfoundland, Newfoundland dog', | |
| 'Great Pyrenees', | |
| 'Samoyed, Samoyede', | |
| 'Pomeranian', | |
| 'chow, chow chow', | |
| 'keeshond', | |
| 'Brabancon griffon', | |
| 'Pembroke, Pembroke Welsh corgi', | |
| 'Cardigan, Cardigan Welsh corgi', | |
| 'toy poodle', | |
| 'miniature poodle', | |
| 'standard poodle', | |
| 'Mexican hairless', | |
| 'timber wolf, grey wolf, gray wolf, Canis lupus', | |
| 'white wolf, Arctic wolf, Canis lupus tundrarum', | |
| 'red wolf, maned wolf, Canis rufus, Canis niger', | |
| 'coyote, prairie wolf, brush wolf, Canis latrans', | |
| 'dingo, warrigal, warragal, Canis dingo', | |
| 'dhole, Cuon alpinus', | |
| 'African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus', | |
| 'hyena, hyaena', | |
| 'red fox, Vulpes vulpes', | |
| 'kit fox, Vulpes macrotis', | |
| 'Arctic fox, white fox, Alopex lagopus', | |
| 'grey fox, gray fox, Urocyon cinereoargenteus', | |
| 'tabby, tabby cat', | |
| 'tiger cat', | |
| 'Persian cat', | |
| 'Siamese cat, Siamese', | |
| 'Egyptian cat', | |
| 'cougar, puma, catamount, mountain lion, painter, panther, Felis concolor', # noqa: E501 | |
| 'lynx, catamount', | |
| 'leopard, Panthera pardus', | |
| 'snow leopard, ounce, Panthera uncia', | |
| 'jaguar, panther, Panthera onca, Felis onca', | |
| 'lion, king of beasts, Panthera leo', | |
| 'tiger, Panthera tigris', | |
| 'cheetah, chetah, Acinonyx jubatus', | |
| 'brown bear, bruin, Ursus arctos', | |
| 'American black bear, black bear, Ursus americanus, Euarctos americanus', # noqa: E501 | |
| 'ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus', | |
| 'sloth bear, Melursus ursinus, Ursus ursinus', | |
| 'mongoose', | |
| 'meerkat, mierkat', | |
| 'tiger beetle', | |
| 'ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle', | |
| 'ground beetle, carabid beetle', | |
| 'long-horned beetle, longicorn, longicorn beetle', | |
| 'leaf beetle, chrysomelid', | |
| 'dung beetle', | |
| 'rhinoceros beetle', | |
| 'weevil', | |
| 'fly', | |
| 'bee', | |
| 'ant, emmet, pismire', | |
| 'grasshopper, hopper', | |
| 'cricket', | |
| 'walking stick, walkingstick, stick insect', | |
| 'cockroach, roach', | |
| 'mantis, mantid', | |
| 'cicada, cicala', | |
| 'leafhopper', | |
| 'lacewing, lacewing fly', | |
| "dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk", # noqa: E501 | |
| 'damselfly', | |
| 'admiral', | |
| 'ringlet, ringlet butterfly', | |
| 'monarch, monarch butterfly, milkweed butterfly, Danaus plexippus', | |
| 'cabbage butterfly', | |
| 'sulphur butterfly, sulfur butterfly', | |
| 'lycaenid, lycaenid butterfly', | |
| 'starfish, sea star', | |
| 'sea urchin', | |
| 'sea cucumber, holothurian', | |
| 'wood rabbit, cottontail, cottontail rabbit', | |
| 'hare', | |
| 'Angora, Angora rabbit', | |
| 'hamster', | |
| 'porcupine, hedgehog', | |
| 'fox squirrel, eastern fox squirrel, Sciurus niger', | |
| 'marmot', | |
| 'beaver', | |
| 'guinea pig, Cavia cobaya', | |
| 'sorrel', | |
| 'zebra', | |
| 'hog, pig, grunter, squealer, Sus scrofa', | |
| 'wild boar, boar, Sus scrofa', | |
| 'warthog', | |
| 'hippopotamus, hippo, river horse, Hippopotamus amphibius', | |
| 'ox', | |
| 'water buffalo, water ox, Asiatic buffalo, Bubalus bubalis', | |
| 'bison', | |
| 'ram, tup', | |
| 'bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis', # noqa: E501 | |
| 'ibex, Capra ibex', | |
| 'hartebeest', | |
| 'impala, Aepyceros melampus', | |
| 'gazelle', | |
| 'Arabian camel, dromedary, Camelus dromedarius', | |
| 'llama', | |
| 'weasel', | |
| 'mink', | |
| 'polecat, fitch, foulmart, foumart, Mustela putorius', | |
| 'black-footed ferret, ferret, Mustela nigripes', | |
| 'otter', | |
| 'skunk, polecat, wood pussy', | |
| 'badger', | |
| 'armadillo', | |
| 'three-toed sloth, ai, Bradypus tridactylus', | |
| 'orangutan, orang, orangutang, Pongo pygmaeus', | |
| 'gorilla, Gorilla gorilla', | |
| 'chimpanzee, chimp, Pan troglodytes', | |
| 'gibbon, Hylobates lar', | |
| 'siamang, Hylobates syndactylus, Symphalangus syndactylus', | |
| 'guenon, guenon monkey', | |
| 'patas, hussar monkey, Erythrocebus patas', | |
| 'baboon', | |
| 'macaque', | |
| 'langur', | |
| 'colobus, colobus monkey', | |
| 'proboscis monkey, Nasalis larvatus', | |
| 'marmoset', | |
| 'capuchin, ringtail, Cebus capucinus', | |
| 'howler monkey, howler', | |
| 'titi, titi monkey', | |
| 'spider monkey, Ateles geoffroyi', | |
| 'squirrel monkey, Saimiri sciureus', | |
| 'Madagascar cat, ring-tailed lemur, Lemur catta', | |
| 'indri, indris, Indri indri, Indri brevicaudatus', | |
| 'Indian elephant, Elephas maximus', | |
| 'African elephant, Loxodonta africana', | |
| 'lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens', | |
| 'giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca', | |
| 'barracouta, snoek', | |
| 'eel', | |
| 'coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch', # noqa: E501 | |
| 'rock beauty, Holocanthus tricolor', | |
| 'anemone fish', | |
| 'sturgeon', | |
| 'gar, garfish, garpike, billfish, Lepisosteus osseus', | |
| 'lionfish', | |
| 'puffer, pufferfish, blowfish, globefish', | |
| 'abacus', | |
| 'abaya', | |
| "academic gown, academic robe, judge's robe", | |
| 'accordion, piano accordion, squeeze box', | |
| 'acoustic guitar', | |
| 'aircraft carrier, carrier, flattop, attack aircraft carrier', | |
| 'airliner', | |
| 'airship, dirigible', | |
| 'altar', | |
| 'ambulance', | |
| 'amphibian, amphibious vehicle', | |
| 'analog clock', | |
| 'apiary, bee house', | |
| 'apron', | |
| 'ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin', # noqa: E501 | |
| 'assault rifle, assault gun', | |
| 'backpack, back pack, knapsack, packsack, rucksack, haversack', | |
| 'bakery, bakeshop, bakehouse', | |
| 'balance beam, beam', | |
| 'balloon', | |
| 'ballpoint, ballpoint pen, ballpen, Biro', | |
| 'Band Aid', | |
| 'banjo', | |
| 'bannister, banister, balustrade, balusters, handrail', | |
| 'barbell', | |
| 'barber chair', | |
| 'barbershop', | |
| 'barn', | |
| 'barometer', | |
| 'barrel, cask', | |
| 'barrow, garden cart, lawn cart, wheelbarrow', | |
| 'baseball', | |
| 'basketball', | |
| 'bassinet', | |
| 'bassoon', | |
| 'bathing cap, swimming cap', | |
| 'bath towel', | |
| 'bathtub, bathing tub, bath, tub', | |
| 'beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon', # noqa: E501 | |
| 'beacon, lighthouse, beacon light, pharos', | |
| 'beaker', | |
| 'bearskin, busby, shako', | |
| 'beer bottle', | |
| 'beer glass', | |
| 'bell cote, bell cot', | |
| 'bib', | |
| 'bicycle-built-for-two, tandem bicycle, tandem', | |
| 'bikini, two-piece', | |
| 'binder, ring-binder', | |
| 'binoculars, field glasses, opera glasses', | |
| 'birdhouse', | |
| 'boathouse', | |
| 'bobsled, bobsleigh, bob', | |
| 'bolo tie, bolo, bola tie, bola', | |
| 'bonnet, poke bonnet', | |
| 'bookcase', | |
| 'bookshop, bookstore, bookstall', | |
| 'bottlecap', | |
| 'bow', | |
| 'bow tie, bow-tie, bowtie', | |
| 'brass, memorial tablet, plaque', | |
| 'brassiere, bra, bandeau', | |
| 'breakwater, groin, groyne, mole, bulwark, seawall, jetty', | |
| 'breastplate, aegis, egis', | |
| 'broom', | |
| 'bucket, pail', | |
| 'buckle', | |
| 'bulletproof vest', | |
| 'bullet train, bullet', | |
| 'butcher shop, meat market', | |
| 'cab, hack, taxi, taxicab', | |
| 'caldron, cauldron', | |
| 'candle, taper, wax light', | |
| 'cannon', | |
| 'canoe', | |
| 'can opener, tin opener', | |
| 'cardigan', | |
| 'car mirror', | |
| 'carousel, carrousel, merry-go-round, roundabout, whirligig', | |
| "carpenter's kit, tool kit", | |
| 'carton', | |
| 'car wheel', | |
| 'cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM', # noqa: E501 | |
| 'cassette', | |
| 'cassette player', | |
| 'castle', | |
| 'catamaran', | |
| 'CD player', | |
| 'cello, violoncello', | |
| 'cellular telephone, cellular phone, cellphone, cell, mobile phone', | |
| 'chain', | |
| 'chainlink fence', | |
| 'chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour', # noqa: E501 | |
| 'chain saw, chainsaw', | |
| 'chest', | |
| 'chiffonier, commode', | |
| 'chime, bell, gong', | |
| 'china cabinet, china closet', | |
| 'Christmas stocking', | |
| 'church, church building', | |
| 'cinema, movie theater, movie theatre, movie house, picture palace', | |
| 'cleaver, meat cleaver, chopper', | |
| 'cliff dwelling', | |
| 'cloak', | |
| 'clog, geta, patten, sabot', | |
| 'cocktail shaker', | |
| 'coffee mug', | |
| 'coffeepot', | |
| 'coil, spiral, volute, whorl, helix', | |
| 'combination lock', | |
| 'computer keyboard, keypad', | |
| 'confectionery, confectionary, candy store', | |
| 'container ship, containership, container vessel', | |
| 'convertible', | |
| 'corkscrew, bottle screw', | |
| 'cornet, horn, trumpet, trump', | |
| 'cowboy boot', | |
| 'cowboy hat, ten-gallon hat', | |
| 'cradle', | |
| 'crane', | |
| 'crash helmet', | |
| 'crate', | |
| 'crib, cot', | |
| 'Crock Pot', | |
| 'croquet ball', | |
| 'crutch', | |
| 'cuirass', | |
| 'dam, dike, dyke', | |
| 'desk', | |
| 'desktop computer', | |
| 'dial telephone, dial phone', | |
| 'diaper, nappy, napkin', | |
| 'digital clock', | |
| 'digital watch', | |
| 'dining table, board', | |
| 'dishrag, dishcloth', | |
| 'dishwasher, dish washer, dishwashing machine', | |
| 'disk brake, disc brake', | |
| 'dock, dockage, docking facility', | |
| 'dogsled, dog sled, dog sleigh', | |
| 'dome', | |
| 'doormat, welcome mat', | |
| 'drilling platform, offshore rig', | |
| 'drum, membranophone, tympan', | |
| 'drumstick', | |
| 'dumbbell', | |
| 'Dutch oven', | |
| 'electric fan, blower', | |
| 'electric guitar', | |
| 'electric locomotive', | |
| 'entertainment center', | |
| 'envelope', | |
| 'espresso maker', | |
| 'face powder', | |
| 'feather boa, boa', | |
| 'file, file cabinet, filing cabinet', | |
| 'fireboat', | |
| 'fire engine, fire truck', | |
| 'fire screen, fireguard', | |
| 'flagpole, flagstaff', | |
| 'flute, transverse flute', | |
| 'folding chair', | |
| 'football helmet', | |
| 'forklift', | |
| 'fountain', | |
| 'fountain pen', | |
| 'four-poster', | |
| 'freight car', | |
| 'French horn, horn', | |
| 'frying pan, frypan, skillet', | |
| 'fur coat', | |
| 'garbage truck, dustcart', | |
| 'gasmask, respirator, gas helmet', | |
| 'gas pump, gasoline pump, petrol pump, island dispenser', | |
| 'goblet', | |
| 'go-kart', | |
| 'golf ball', | |
| 'golfcart, golf cart', | |
| 'gondola', | |
| 'gong, tam-tam', | |
| 'gown', | |
| 'grand piano, grand', | |
| 'greenhouse, nursery, glasshouse', | |
| 'grille, radiator grille', | |
| 'grocery store, grocery, food market, market', | |
| 'guillotine', | |
| 'hair slide', | |
| 'hair spray', | |
| 'half track', | |
| 'hammer', | |
| 'hamper', | |
| 'hand blower, blow dryer, blow drier, hair dryer, hair drier', | |
| 'hand-held computer, hand-held microcomputer', | |
| 'handkerchief, hankie, hanky, hankey', | |
| 'hard disc, hard disk, fixed disk', | |
| 'harmonica, mouth organ, harp, mouth harp', | |
| 'harp', | |
| 'harvester, reaper', | |
| 'hatchet', | |
| 'holster', | |
| 'home theater, home theatre', | |
| 'honeycomb', | |
| 'hook, claw', | |
| 'hoopskirt, crinoline', | |
| 'horizontal bar, high bar', | |
| 'horse cart, horse-cart', | |
| 'hourglass', | |
| 'iPod', | |
| 'iron, smoothing iron', | |
| "jack-o'-lantern", | |
| 'jean, blue jean, denim', | |
| 'jeep, landrover', | |
| 'jersey, T-shirt, tee shirt', | |
| 'jigsaw puzzle', | |
| 'jinrikisha, ricksha, rickshaw', | |
| 'joystick', | |
| 'kimono', | |
| 'knee pad', | |
| 'knot', | |
| 'lab coat, laboratory coat', | |
| 'ladle', | |
| 'lampshade, lamp shade', | |
| 'laptop, laptop computer', | |
| 'lawn mower, mower', | |
| 'lens cap, lens cover', | |
| 'letter opener, paper knife, paperknife', | |
| 'library', | |
| 'lifeboat', | |
| 'lighter, light, igniter, ignitor', | |
| 'limousine, limo', | |
| 'liner, ocean liner', | |
| 'lipstick, lip rouge', | |
| 'Loafer', | |
| 'lotion', | |
| 'loudspeaker, speaker, speaker unit, loudspeaker system, speaker system', # noqa: E501 | |
| "loupe, jeweler's loupe", | |
| 'lumbermill, sawmill', | |
| 'magnetic compass', | |
| 'mailbag, postbag', | |
| 'mailbox, letter box', | |
| 'maillot', | |
| 'maillot, tank suit', | |
| 'manhole cover', | |
| 'maraca', | |
| 'marimba, xylophone', | |
| 'mask', | |
| 'matchstick', | |
| 'maypole', | |
| 'maze, labyrinth', | |
| 'measuring cup', | |
| 'medicine chest, medicine cabinet', | |
| 'megalith, megalithic structure', | |
| 'microphone, mike', | |
| 'microwave, microwave oven', | |
| 'military uniform', | |
| 'milk can', | |
| 'minibus', | |
| 'miniskirt, mini', | |
| 'minivan', | |
| 'missile', | |
| 'mitten', | |
| 'mixing bowl', | |
| 'mobile home, manufactured home', | |
| 'Model T', | |
| 'modem', | |
| 'monastery', | |
| 'monitor', | |
| 'moped', | |
| 'mortar', | |
| 'mortarboard', | |
| 'mosque', | |
| 'mosquito net', | |
| 'motor scooter, scooter', | |
| 'mountain bike, all-terrain bike, off-roader', | |
| 'mountain tent', | |
| 'mouse, computer mouse', | |
| 'mousetrap', | |
| 'moving van', | |
| 'muzzle', | |
| 'nail', | |
| 'neck brace', | |
| 'necklace', | |
| 'nipple', | |
| 'notebook, notebook computer', | |
| 'obelisk', | |
| 'oboe, hautboy, hautbois', | |
| 'ocarina, sweet potato', | |
| 'odometer, hodometer, mileometer, milometer', | |
| 'oil filter', | |
| 'organ, pipe organ', | |
| 'oscilloscope, scope, cathode-ray oscilloscope, CRO', | |
| 'overskirt', | |
| 'oxcart', | |
| 'oxygen mask', | |
| 'packet', | |
| 'paddle, boat paddle', | |
| 'paddlewheel, paddle wheel', | |
| 'padlock', | |
| 'paintbrush', | |
| "pajama, pyjama, pj's, jammies", | |
| 'palace', | |
| 'panpipe, pandean pipe, syrinx', | |
| 'paper towel', | |
| 'parachute, chute', | |
| 'parallel bars, bars', | |
| 'park bench', | |
| 'parking meter', | |
| 'passenger car, coach, carriage', | |
| 'patio, terrace', | |
| 'pay-phone, pay-station', | |
| 'pedestal, plinth, footstall', | |
| 'pencil box, pencil case', | |
| 'pencil sharpener', | |
| 'perfume, essence', | |
| 'Petri dish', | |
| 'photocopier', | |
| 'pick, plectrum, plectron', | |
| 'pickelhaube', | |
| 'picket fence, paling', | |
| 'pickup, pickup truck', | |
| 'pier', | |
| 'piggy bank, penny bank', | |
| 'pill bottle', | |
| 'pillow', | |
| 'ping-pong ball', | |
| 'pinwheel', | |
| 'pirate, pirate ship', | |
| 'pitcher, ewer', | |
| "plane, carpenter's plane, woodworking plane", | |
| 'planetarium', | |
| 'plastic bag', | |
| 'plate rack', | |
| 'plow, plough', | |
| "plunger, plumber's helper", | |
| 'Polaroid camera, Polaroid Land camera', | |
| 'pole', | |
| 'police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria', # noqa: E501 | |
| 'poncho', | |
| 'pool table, billiard table, snooker table', | |
| 'pop bottle, soda bottle', | |
| 'pot, flowerpot', | |
| "potter's wheel", | |
| 'power drill', | |
| 'prayer rug, prayer mat', | |
| 'printer', | |
| 'prison, prison house', | |
| 'projectile, missile', | |
| 'projector', | |
| 'puck, hockey puck', | |
| 'punching bag, punch bag, punching ball, punchball', | |
| 'purse', | |
| 'quill, quill pen', | |
| 'quilt, comforter, comfort, puff', | |
| 'racer, race car, racing car', | |
| 'racket, racquet', | |
| 'radiator', | |
| 'radio, wireless', | |
| 'radio telescope, radio reflector', | |
| 'rain barrel', | |
| 'recreational vehicle, RV, R.V.', | |
| 'reel', | |
| 'reflex camera', | |
| 'refrigerator, icebox', | |
| 'remote control, remote', | |
| 'restaurant, eating house, eating place, eatery', | |
| 'revolver, six-gun, six-shooter', | |
| 'rifle', | |
| 'rocking chair, rocker', | |
| 'rotisserie', | |
| 'rubber eraser, rubber, pencil eraser', | |
| 'rugby ball', | |
| 'rule, ruler', | |
| 'running shoe', | |
| 'safe', | |
| 'safety pin', | |
| 'saltshaker, salt shaker', | |
| 'sandal', | |
| 'sarong', | |
| 'sax, saxophone', | |
| 'scabbard', | |
| 'scale, weighing machine', | |
| 'school bus', | |
| 'schooner', | |
| 'scoreboard', | |
| 'screen, CRT screen', | |
| 'screw', | |
| 'screwdriver', | |
| 'seat belt, seatbelt', | |
| 'sewing machine', | |
| 'shield, buckler', | |
| 'shoe shop, shoe-shop, shoe store', | |
| 'shoji', | |
| 'shopping basket', | |
| 'shopping cart', | |
| 'shovel', | |
| 'shower cap', | |
| 'shower curtain', | |
| 'ski', | |
| 'ski mask', | |
| 'sleeping bag', | |
| 'slide rule, slipstick', | |
| 'sliding door', | |
| 'slot, one-armed bandit', | |
| 'snorkel', | |
| 'snowmobile', | |
| 'snowplow, snowplough', | |
| 'soap dispenser', | |
| 'soccer ball', | |
| 'sock', | |
| 'solar dish, solar collector, solar furnace', | |
| 'sombrero', | |
| 'soup bowl', | |
| 'space bar', | |
| 'space heater', | |
| 'space shuttle', | |
| 'spatula', | |
| 'speedboat', | |
| "spider web, spider's web", | |
| 'spindle', | |
| 'sports car, sport car', | |
| 'spotlight, spot', | |
| 'stage', | |
| 'steam locomotive', | |
| 'steel arch bridge', | |
| 'steel drum', | |
| 'stethoscope', | |
| 'stole', | |
| 'stone wall', | |
| 'stopwatch, stop watch', | |
| 'stove', | |
| 'strainer', | |
| 'streetcar, tram, tramcar, trolley, trolley car', | |
| 'stretcher', | |
| 'studio couch, day bed', | |
| 'stupa, tope', | |
| 'submarine, pigboat, sub, U-boat', | |
| 'suit, suit of clothes', | |
| 'sundial', | |
| 'sunglass', | |
| 'sunglasses, dark glasses, shades', | |
| 'sunscreen, sunblock, sun blocker', | |
| 'suspension bridge', | |
| 'swab, swob, mop', | |
| 'sweatshirt', | |
| 'swimming trunks, bathing trunks', | |
| 'swing', | |
| 'switch, electric switch, electrical switch', | |
| 'syringe', | |
| 'table lamp', | |
| 'tank, army tank, armored combat vehicle, armoured combat vehicle', | |
| 'tape player', | |
| 'teapot', | |
| 'teddy, teddy bear', | |
| 'television, television system', | |
| 'tennis ball', | |
| 'thatch, thatched roof', | |
| 'theater curtain, theatre curtain', | |
| 'thimble', | |
| 'thresher, thrasher, threshing machine', | |
| 'throne', | |
| 'tile roof', | |
| 'toaster', | |
| 'tobacco shop, tobacconist shop, tobacconist', | |
| 'toilet seat', | |
| 'torch', | |
| 'totem pole', | |
| 'tow truck, tow car, wrecker', | |
| 'toyshop', | |
| 'tractor', | |
| 'trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi', # noqa: E501 | |
| 'tray', | |
| 'trench coat', | |
| 'tricycle, trike, velocipede', | |
| 'trimaran', | |
| 'tripod', | |
| 'triumphal arch', | |
| 'trolleybus, trolley coach, trackless trolley', | |
| 'trombone', | |
| 'tub, vat', | |
| 'turnstile', | |
| 'typewriter keyboard', | |
| 'umbrella', | |
| 'unicycle, monocycle', | |
| 'upright, upright piano', | |
| 'vacuum, vacuum cleaner', | |
| 'vase', | |
| 'vault', | |
| 'velvet', | |
| 'vending machine', | |
| 'vestment', | |
| 'viaduct', | |
| 'violin, fiddle', | |
| 'volleyball', | |
| 'waffle iron', | |
| 'wall clock', | |
| 'wallet, billfold, notecase, pocketbook', | |
| 'wardrobe, closet, press', | |
| 'warplane, military plane', | |
| 'washbasin, handbasin, washbowl, lavabo, wash-hand basin', | |
| 'washer, automatic washer, washing machine', | |
| 'water bottle', | |
| 'water jug', | |
| 'water tower', | |
| 'whiskey jug', | |
| 'whistle', | |
| 'wig', | |
| 'window screen', | |
| 'window shade', | |
| 'Windsor tie', | |
| 'wine bottle', | |
| 'wing', | |
| 'wok', | |
| 'wooden spoon', | |
| 'wool, woolen, woollen', | |
| 'worm fence, snake fence, snake-rail fence, Virginia fence', | |
| 'wreck', | |
| 'yawl', | |
| 'yurt', | |
| 'web site, website, internet site, site', | |
| 'comic book', | |
| 'crossword puzzle, crossword', | |
| 'street sign', | |
| 'traffic light, traffic signal, stoplight', | |
| 'book jacket, dust cover, dust jacket, dust wrapper', | |
| 'menu', | |
| 'plate', | |
| 'guacamole', | |
| 'consomme', | |
| 'hot pot, hotpot', | |
| 'trifle', | |
| 'ice cream, icecream', | |
| 'ice lolly, lolly, lollipop, popsicle', | |
| 'French loaf', | |
| 'bagel, beigel', | |
| 'pretzel', | |
| 'cheeseburger', | |
| 'hotdog, hot dog, red hot', | |
| 'mashed potato', | |
| 'head cabbage', | |
| 'broccoli', | |
| 'cauliflower', | |
| 'zucchini, courgette', | |
| 'spaghetti squash', | |
| 'acorn squash', | |
| 'butternut squash', | |
| 'cucumber, cuke', | |
| 'artichoke, globe artichoke', | |
| 'bell pepper', | |
| 'cardoon', | |
| 'mushroom', | |
| 'Granny Smith', | |
| 'strawberry', | |
| 'orange', | |
| 'lemon', | |
| 'fig', | |
| 'pineapple, ananas', | |
| 'banana', | |
| 'jackfruit, jak, jack', | |
| 'custard apple', | |
| 'pomegranate', | |
| 'hay', | |
| 'carbonara', | |
| 'chocolate sauce, chocolate syrup', | |
| 'dough', | |
| 'meat loaf, meatloaf', | |
| 'pizza, pizza pie', | |
| 'potpie', | |
| 'burrito', | |
| 'red wine', | |
| 'espresso', | |
| 'cup', | |
| 'eggnog', | |
| 'alp', | |
| 'bubble', | |
| 'cliff, drop, drop-off', | |
| 'coral reef', | |
| 'geyser', | |
| 'lakeside, lakeshore', | |
| 'promontory, headland, head, foreland', | |
| 'sandbar, sand bar', | |
| 'seashore, coast, seacoast, sea-coast', | |
| 'valley, vale', | |
| 'volcano', | |
| 'ballplayer, baseball player', | |
| 'groom, bridegroom', | |
| 'scuba diver', | |
| 'rapeseed', | |
| 'daisy', | |
| "yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum", # noqa: E501 | |
| 'corn', | |
| 'acorn', | |
| 'hip, rose hip, rosehip', | |
| 'buckeye, horse chestnut, conker', | |
| 'coral fungus', | |
| 'agaric', | |
| 'gyromitra', | |
| 'stinkhorn, carrion fungus', | |
| 'earthstar', | |
| 'hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa', # noqa: E501 | |
| 'bolete', | |
| 'ear, spike, capitulum', | |
| 'toilet tissue, toilet paper, bathroom tissue') | |
| CIFAR10_CATEGORIES = ('airplane', 'automobile', 'bird', 'cat', 'deer', 'dog', | |
| 'frog', 'horse', 'ship', 'truck') | |
| CIFAR100_CATEGORIES = ( | |
| 'apple', 'aquarium_fish', 'baby', 'bear', 'beaver', 'bed', 'bee', 'beetle', | |
| 'bicycle', 'bottle', 'bowl', 'boy', 'bridge', 'bus', 'butterfly', 'camel', | |
| 'can', 'castle', 'caterpillar', 'cattle', 'chair', 'chimpanzee', 'clock', | |
| 'cloud', 'cockroach', 'couch', 'crab', 'crocodile', 'cup', 'dinosaur', | |
| 'dolphin', 'elephant', 'flatfish', 'forest', 'fox', 'girl', 'hamster', | |
| 'house', 'kangaroo', 'keyboard', 'lamp', 'lawn_mower', 'leopard', 'lion', | |
| 'lizard', 'lobster', 'man', 'maple_tree', 'motorcycle', 'mountain', | |
| 'mouse', 'mushroom', 'oak_tree', 'orange', 'orchid', 'otter', 'palm_tree', | |
| 'pear', 'pickup_truck', 'pine_tree', 'plain', 'plate', 'poppy', | |
| 'porcupine', 'possum', 'rabbit', 'raccoon', 'ray', 'road', 'rocket', | |
| 'rose', 'sea', 'seal', 'shark', 'shrew', 'skunk', 'skyscraper', 'snail', | |
| 'snake', 'spider', 'squirrel', 'streetcar', 'sunflower', 'sweet_pepper', | |
| 'table', 'tank', 'telephone', 'television', 'tiger', 'tractor', 'train', | |
| 'trout', 'tulip', 'turtle', 'wardrobe', 'whale', 'willow_tree', 'wolf', | |
| 'woman', 'worm') | |
| MNIST_CATEGORITES = ('0 - zero', '1 - one', '2 - two', '3 - three', '4 - four', | |
| '5 - five', '6 - six', '7 - seven', '8 - eight', | |
| '9 - nine') | |
| FASHIONMNIST_CATEGORITES = ('T-shirt/top', 'Trouser', 'Pullover', 'Dress', | |
| 'Coat', 'Sandal', 'Shirt', 'Sneaker', 'Bag', | |
| 'Ankle boot') | |