cafeai commited on
Commit
521df80
1 Parent(s): 425cfbf

aesthetic_v1

Browse files
all_results.json ADDED
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+ {
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+ "epoch": 2.0,
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+ "train_loss": 0.42350826412439346,
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+ "train_runtime": 281.0207,
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+ "train_samples_per_second": 21.735,
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+ "train_steps_per_second": 0.057
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+ }
config.json ADDED
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+ {
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+ "_name_or_path": "microsoft/beit-base-patch16-384",
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+ "architectures": [
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+ "BeitForImageClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "auxiliary_channels": 256,
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+ "auxiliary_concat_input": false,
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+ "auxiliary_loss_weight": 0.4,
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+ "auxiliary_num_convs": 1,
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+ "drop_path_rate": 0.1,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.0,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "not_aesthetic",
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+ "1": "aesthetic"
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+ },
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+ "image_size": 384,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "Afghan hound, Afghan": 160,
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+ "African chameleon, Chamaeleo chamaeleon": 47,
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+ "African crocodile, Nile crocodile, Crocodylus niloticus": 49,
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+ "African elephant, Loxodonta africana": 386,
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+ "African grey, African gray, Psittacus erithacus": 87,
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+ "African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus": 275,
29
+ "Airedale, Airedale terrier": 191,
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+ "American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier": 180,
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+ "American alligator, Alligator mississipiensis": 50,
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+ "American black bear, black bear, Ursus americanus, Euarctos americanus": 295,
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+ "American chameleon, anole, Anolis carolinensis": 40,
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+ "American coot, marsh hen, mud hen, water hen, Fulica americana": 137,
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+ "American egret, great white heron, Egretta albus": 132,
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+ "American lobster, Northern lobster, Maine lobster, Homarus americanus": 122,
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+ "Angora, Angora rabbit": 332,
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+ "Appenzeller": 240,
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+ "Arabian camel, dromedary, Camelus dromedarius": 354,
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+ "Arctic fox, white fox, Alopex lagopus": 279,
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+ "Australian terrier": 193,
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+ "Band Aid": 419,
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+ "Bedlington terrier": 181,
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+ "Bernese mountain dog": 239,
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+ "Blenheim spaniel": 156,
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+ "Border collie": 232,
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+ "Border terrier": 182,
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+ "Boston bull, Boston terrier": 195,
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+ "Bouvier des Flandres, Bouviers des Flandres": 233,
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+ "Brabancon griffon": 262,
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+ "Brittany spaniel": 215,
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+ "CD player": 485,
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+ "Cardigan, Cardigan Welsh corgi": 264,
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+ "Chesapeake Bay retriever": 209,
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+ "Chihuahua": 151,
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+ "Christmas stocking": 496,
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+ "Crock Pot": 521,
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+ "Dandie Dinmont, Dandie Dinmont terrier": 194,
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+ "Doberman, Doberman pinscher": 236,
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+ "Dungeness crab, Cancer magister": 118,
61
+ "Dutch oven": 544,
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+ "Egyptian cat": 285,
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+ "English foxhound": 167,
64
+ "English setter": 212,
65
+ "English springer, English springer spaniel": 217,
66
+ "EntleBucher": 241,
67
+ "Eskimo dog, husky": 248,
68
+ "European fire salamander, Salamandra salamandra": 25,
69
+ "European gallinule, Porphyrio porphyrio": 136,
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+ "French bulldog": 245,
71
+ "French horn, horn": 566,
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+ "French loaf": 930,
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+ "German shepherd, German shepherd dog, German police dog, alsatian": 235,
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+ "German short-haired pointer": 210,
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+ "Gila monster, Heloderma suspectum": 45,
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+ "Gordon setter": 214,
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+ "Granny Smith": 948,
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+ "Great Dane": 246,
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+ "Great Pyrenees": 257,
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+ "Greater Swiss Mountain dog": 238,
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+ "Ibizan hound, Ibizan Podenco": 173,
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+ "Indian cobra, Naja naja": 63,
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+ "Indian elephant, Elephas maximus": 385,
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+ "Irish setter, red setter": 213,
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+ "Irish terrier": 184,
86
+ "Irish water spaniel": 221,
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+ "Irish wolfhound": 170,
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+ "Italian greyhound": 171,
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+ "Japanese spaniel": 152,
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+ "Kerry blue terrier": 183,
91
+ "Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis": 48,
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+ "Labrador retriever": 208,
93
+ "Lakeland terrier": 189,
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+ "Leonberg": 255,
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+ "Lhasa, Lhasa apso": 204,
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+ "Loafer": 630,
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+ "Madagascar cat, ring-tailed lemur, Lemur catta": 383,
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+ "Maltese dog, Maltese terrier, Maltese": 153,
99
+ "Mexican hairless": 268,
100
+ "Model T": 661,
101
+ "Newfoundland, Newfoundland dog": 256,
102
+ "Norfolk terrier": 185,
103
+ "Norwegian elkhound, elkhound": 174,
104
+ "Norwich terrier": 186,
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+ "Old English sheepdog, bobtail": 229,
106
+ "Pekinese, Pekingese, Peke": 154,
107
+ "Pembroke, Pembroke Welsh corgi": 263,
108
+ "Persian cat": 283,
109
+ "Petri dish": 712,
110
+ "Polaroid camera, Polaroid Land camera": 732,
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+ "Pomeranian": 259,
112
+ "Rhodesian ridgeback": 159,
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+ "Rottweiler": 234,
114
+ "Saint Bernard, St Bernard": 247,
115
+ "Saluki, gazelle hound": 176,
116
+ "Samoyed, Samoyede": 258,
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+ "Scotch terrier, Scottish terrier, Scottie": 199,
118
+ "Scottish deerhound, deerhound": 177,
119
+ "Sealyham terrier, Sealyham": 190,
120
+ "Shetland sheepdog, Shetland sheep dog, Shetland": 230,
121
+ "Shih-Tzu": 155,
122
+ "Siamese cat, Siamese": 284,
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+ "Siberian husky": 250,
124
+ "Staffordshire bullterrier, Staffordshire bull terrier": 179,
125
+ "Sussex spaniel": 220,
126
+ "Tibetan mastiff": 244,
127
+ "Tibetan terrier, chrysanthemum dog": 200,
128
+ "Walker hound, Walker foxhound": 166,
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+ "Weimaraner": 178,
130
+ "Welsh springer spaniel": 218,
131
+ "West Highland white terrier": 203,
132
+ "Windsor tie": 906,
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+ "Yorkshire terrier": 187,
134
+ "abacus": 398,
135
+ "abaya": 399,
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+ "academic gown, academic robe, judge's robe": 400,
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+ "accordion, piano accordion, squeeze box": 401,
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+ "acorn": 988,
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+ "acorn squash": 941,
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+ "acoustic guitar": 402,
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+ "admiral": 321,
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+ "affenpinscher, monkey pinscher, monkey dog": 252,
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+ "agama": 42,
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+ "agaric": 992,
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+ "aircraft carrier, carrier, flattop, attack aircraft carrier": 403,
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+ "airliner": 404,
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+ "airship, dirigible": 405,
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+ "albatross, mollymawk": 146,
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+ "alligator lizard": 44,
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+ "alp": 970,
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+ "altar": 406,
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+ "ambulance": 407,
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+ "amphibian, amphibious vehicle": 408,
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+ "analog clock": 409,
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+ "anemone fish": 393,
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+ "ant, emmet, pismire": 310,
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+ "apiary, bee house": 410,
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+ "apron": 411,
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+ "armadillo": 363,
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+ "artichoke, globe artichoke": 944,
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+ "ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin": 412,
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+ "assault rifle, assault gun": 413,
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+ "axolotl, mud puppy, Ambystoma mexicanum": 29,
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+ "baboon": 372,
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+ "backpack, back pack, knapsack, packsack, rucksack, haversack": 414,
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+ "badger": 362,
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+ "bagel, beigel": 931,
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+ "bakery, bakeshop, bakehouse": 415,
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+ "balance beam, beam": 416,
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+ "bald eagle, American eagle, Haliaeetus leucocephalus": 22,
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+ "balloon": 417,
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+ "ballplayer, baseball player": 981,
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+ "ballpoint, ballpoint pen, ballpen, Biro": 418,
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+ "banana": 954,
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+ "banded gecko": 38,
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+ "banjo": 420,
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+ "bannister, banister, balustrade, balusters, handrail": 421,
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+ "barbell": 422,
179
+ "barber chair": 423,
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+ "barbershop": 424,
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+ "barn": 425,
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+ "barn spider, Araneus cavaticus": 73,
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+ "barometer": 426,
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+ "barracouta, snoek": 389,
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+ "barrel, cask": 427,
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+ "barrow, garden cart, lawn cart, wheelbarrow": 428,
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+ "baseball": 429,
188
+ "basenji": 253,
189
+ "basketball": 430,
190
+ "basset, basset hound": 161,
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+ "bassinet": 431,
192
+ "bassoon": 432,
193
+ "bath towel": 434,
194
+ "bathing cap, swimming cap": 433,
195
+ "bathtub, bathing tub, bath, tub": 435,
196
+ "beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon": 436,
197
+ "beacon, lighthouse, beacon light, pharos": 437,
198
+ "beagle": 162,
199
+ "beaker": 438,
200
+ "bearskin, busby, shako": 439,
201
+ "beaver": 337,
202
+ "bee": 309,
203
+ "bee eater": 92,
204
+ "beer bottle": 440,
205
+ "beer glass": 441,
206
+ "bell cote, bell cot": 442,
207
+ "bell pepper": 945,
208
+ "bib": 443,
209
+ "bicycle-built-for-two, tandem bicycle, tandem": 444,
210
+ "bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis": 349,
211
+ "bikini, two-piece": 445,
212
+ "binder, ring-binder": 446,
213
+ "binoculars, field glasses, opera glasses": 447,
214
+ "birdhouse": 448,
215
+ "bison": 347,
216
+ "bittern": 133,
217
+ "black and gold garden spider, Argiope aurantia": 72,
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+ "black grouse": 80,
219
+ "black stork, Ciconia nigra": 128,
220
+ "black swan, Cygnus atratus": 100,
221
+ "black widow, Latrodectus mactans": 75,
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+ "black-and-tan coonhound": 165,
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+ "black-footed ferret, ferret, Mustela nigripes": 359,
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+ "bloodhound, sleuthhound": 163,
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+ "bluetick": 164,
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+ "boa constrictor, Constrictor constrictor": 61,
227
+ "boathouse": 449,
228
+ "bobsled, bobsleigh, bob": 450,
229
+ "bolete": 997,
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+ "bolo tie, bolo, bola tie, bola": 451,
231
+ "bonnet, poke bonnet": 452,
232
+ "book jacket, dust cover, dust jacket, dust wrapper": 921,
233
+ "bookcase": 453,
234
+ "bookshop, bookstore, bookstall": 454,
235
+ "borzoi, Russian wolfhound": 169,
236
+ "bottlecap": 455,
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+ "bow": 456,
238
+ "bow tie, bow-tie, bowtie": 457,
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+ "box turtle, box tortoise": 37,
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+ "boxer": 242,
241
+ "brain coral": 109,
242
+ "brambling, Fringilla montifringilla": 10,
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+ "brass, memorial tablet, plaque": 458,
244
+ "brassiere, bra, bandeau": 459,
245
+ "breakwater, groin, groyne, mole, bulwark, seawall, jetty": 460,
246
+ "breastplate, aegis, egis": 461,
247
+ "briard": 226,
248
+ "broccoli": 937,
249
+ "broom": 462,
250
+ "brown bear, bruin, Ursus arctos": 294,
251
+ "bubble": 971,
252
+ "bucket, pail": 463,
253
+ "buckeye, horse chestnut, conker": 990,
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+ "buckle": 464,
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+ "bulbul": 16,
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+ "bull mastiff": 243,
257
+ "bullet train, bullet": 466,
258
+ "bulletproof vest": 465,
259
+ "bullfrog, Rana catesbeiana": 30,
260
+ "burrito": 965,
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+ "bustard": 138,
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+ "butcher shop, meat market": 467,
263
+ "butternut squash": 942,
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+ "cab, hack, taxi, taxicab": 468,
265
+ "cabbage butterfly": 324,
266
+ "cairn, cairn terrier": 192,
267
+ "caldron, cauldron": 469,
268
+ "can opener, tin opener": 473,
269
+ "candle, taper, wax light": 470,
270
+ "cannon": 471,
271
+ "canoe": 472,
272
+ "capuchin, ringtail, Cebus capucinus": 378,
273
+ "car mirror": 475,
274
+ "car wheel": 479,
275
+ "carbonara": 959,
276
+ "cardigan": 474,
277
+ "cardoon": 946,
278
+ "carousel, carrousel, merry-go-round, roundabout, whirligig": 476,
279
+ "carpenter's kit, tool kit": 477,
280
+ "carton": 478,
281
+ "cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM": 480,
282
+ "cassette": 481,
283
+ "cassette player": 482,
284
+ "castle": 483,
285
+ "catamaran": 484,
286
+ "cauliflower": 938,
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+ "cello, violoncello": 486,
288
+ "cellular telephone, cellular phone, cellphone, cell, mobile phone": 487,
289
+ "centipede": 79,
290
+ "chain": 488,
291
+ "chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour": 490,
292
+ "chain saw, chainsaw": 491,
293
+ "chainlink fence": 489,
294
+ "chambered nautilus, pearly nautilus, nautilus": 117,
295
+ "cheeseburger": 933,
296
+ "cheetah, chetah, Acinonyx jubatus": 293,
297
+ "chest": 492,
298
+ "chickadee": 19,
299
+ "chiffonier, commode": 493,
300
+ "chime, bell, gong": 494,
301
+ "chimpanzee, chimp, Pan troglodytes": 367,
302
+ "china cabinet, china closet": 495,
303
+ "chiton, coat-of-mail shell, sea cradle, polyplacophore": 116,
304
+ "chocolate sauce, chocolate syrup": 960,
305
+ "chow, chow chow": 260,
306
+ "church, church building": 497,
307
+ "cicada, cicala": 316,
308
+ "cinema, movie theater, movie theatre, movie house, picture palace": 498,
309
+ "cleaver, meat cleaver, chopper": 499,
310
+ "cliff dwelling": 500,
311
+ "cliff, drop, drop-off": 972,
312
+ "cloak": 501,
313
+ "clog, geta, patten, sabot": 502,
314
+ "clumber, clumber spaniel": 216,
315
+ "cock": 7,
316
+ "cocker spaniel, English cocker spaniel, cocker": 219,
317
+ "cockroach, roach": 314,
318
+ "cocktail shaker": 503,
319
+ "coffee mug": 504,
320
+ "coffeepot": 505,
321
+ "coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch": 391,
322
+ "coil, spiral, volute, whorl, helix": 506,
323
+ "collie": 231,
324
+ "colobus, colobus monkey": 375,
325
+ "combination lock": 507,
326
+ "comic book": 917,
327
+ "common iguana, iguana, Iguana iguana": 39,
328
+ "common newt, Triturus vulgaris": 26,
329
+ "computer keyboard, keypad": 508,
330
+ "conch": 112,
331
+ "confectionery, confectionary, candy store": 509,
332
+ "consomme": 925,
333
+ "container ship, containership, container vessel": 510,
334
+ "convertible": 511,
335
+ "coral fungus": 991,
336
+ "coral reef": 973,
337
+ "corkscrew, bottle screw": 512,
338
+ "corn": 987,
339
+ "cornet, horn, trumpet, trump": 513,
340
+ "coucal": 91,
341
+ "cougar, puma, catamount, mountain lion, painter, panther, Felis concolor": 286,
342
+ "cowboy boot": 514,
343
+ "cowboy hat, ten-gallon hat": 515,
344
+ "coyote, prairie wolf, brush wolf, Canis latrans": 272,
345
+ "cradle": 516,
346
+ "crane": 517,
347
+ "crash helmet": 518,
348
+ "crate": 519,
349
+ "crayfish, crawfish, crawdad, crawdaddy": 124,
350
+ "crib, cot": 520,
351
+ "cricket": 312,
352
+ "croquet ball": 522,
353
+ "crossword puzzle, crossword": 918,
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+ "crutch": 523,
355
+ "cucumber, cuke": 943,
356
+ "cuirass": 524,
357
+ "cup": 968,
358
+ "curly-coated retriever": 206,
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+ "custard apple": 956,
360
+ "daisy": 985,
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+ "dalmatian, coach dog, carriage dog": 251,
362
+ "dam, dike, dyke": 525,
363
+ "damselfly": 320,
364
+ "desk": 526,
365
+ "desktop computer": 527,
366
+ "dhole, Cuon alpinus": 274,
367
+ "dial telephone, dial phone": 528,
368
+ "diamondback, diamondback rattlesnake, Crotalus adamanteus": 67,
369
+ "diaper, nappy, napkin": 529,
370
+ "digital clock": 530,
371
+ "digital watch": 531,
372
+ "dingo, warrigal, warragal, Canis dingo": 273,
373
+ "dining table, board": 532,
374
+ "dishrag, dishcloth": 533,
375
+ "dishwasher, dish washer, dishwashing machine": 534,
376
+ "disk brake, disc brake": 535,
377
+ "dock, dockage, docking facility": 536,
378
+ "dogsled, dog sled, dog sleigh": 537,
379
+ "dome": 538,
380
+ "doormat, welcome mat": 539,
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+ "dough": 961,
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+ "dowitcher": 142,
383
+ "dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk": 319,
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+ "drake": 97,
385
+ "drilling platform, offshore rig": 540,
386
+ "drum, membranophone, tympan": 541,
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+ "drumstick": 542,
388
+ "dugong, Dugong dugon": 149,
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+ "dumbbell": 543,
390
+ "dung beetle": 305,
391
+ "ear, spike, capitulum": 998,
392
+ "earthstar": 995,
393
+ "echidna, spiny anteater, anteater": 102,
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+ "eel": 390,
395
+ "eft": 27,
396
+ "eggnog": 969,
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+ "electric fan, blower": 545,
398
+ "electric guitar": 546,
399
+ "electric locomotive": 547,
400
+ "electric ray, crampfish, numbfish, torpedo": 5,
401
+ "entertainment center": 548,
402
+ "envelope": 549,
403
+ "espresso": 967,
404
+ "espresso maker": 550,
405
+ "face powder": 551,
406
+ "feather boa, boa": 552,
407
+ "fiddler crab": 120,
408
+ "fig": 952,
409
+ "file, file cabinet, filing cabinet": 553,
410
+ "fire engine, fire truck": 555,
411
+ "fire screen, fireguard": 556,
412
+ "fireboat": 554,
413
+ "flagpole, flagstaff": 557,
414
+ "flamingo": 130,
415
+ "flat-coated retriever": 205,
416
+ "flatworm, platyhelminth": 110,
417
+ "flute, transverse flute": 558,
418
+ "fly": 308,
419
+ "folding chair": 559,
420
+ "football helmet": 560,
421
+ "forklift": 561,
422
+ "fountain": 562,
423
+ "fountain pen": 563,
424
+ "four-poster": 564,
425
+ "fox squirrel, eastern fox squirrel, Sciurus niger": 335,
426
+ "freight car": 565,
427
+ "frilled lizard, Chlamydosaurus kingi": 43,
428
+ "frying pan, frypan, skillet": 567,
429
+ "fur coat": 568,
430
+ "gar, garfish, garpike, billfish, Lepisosteus osseus": 395,
431
+ "garbage truck, dustcart": 569,
432
+ "garden spider, Aranea diademata": 74,
433
+ "garter snake, grass snake": 57,
434
+ "gas pump, gasoline pump, petrol pump, island dispenser": 571,
435
+ "gasmask, respirator, gas helmet": 570,
436
+ "gazelle": 353,
437
+ "geyser": 974,
438
+ "giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca": 388,
439
+ "giant schnauzer": 197,
440
+ "gibbon, Hylobates lar": 368,
441
+ "go-kart": 573,
442
+ "goblet": 572,
443
+ "golden retriever": 207,
444
+ "goldfinch, Carduelis carduelis": 11,
445
+ "goldfish, Carassius auratus": 1,
446
+ "golf ball": 574,
447
+ "golfcart, golf cart": 575,
448
+ "gondola": 576,
449
+ "gong, tam-tam": 577,
450
+ "goose": 99,
451
+ "gorilla, Gorilla gorilla": 366,
452
+ "gown": 578,
453
+ "grand piano, grand": 579,
454
+ "grasshopper, hopper": 311,
455
+ "great grey owl, great gray owl, Strix nebulosa": 24,
456
+ "great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias": 2,
457
+ "green lizard, Lacerta viridis": 46,
458
+ "green mamba": 64,
459
+ "green snake, grass snake": 55,
460
+ "greenhouse, nursery, glasshouse": 580,
461
+ "grey fox, gray fox, Urocyon cinereoargenteus": 280,
462
+ "grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus": 147,
463
+ "grille, radiator grille": 581,
464
+ "grocery store, grocery, food market, market": 582,
465
+ "groenendael": 224,
466
+ "groom, bridegroom": 982,
467
+ "ground beetle, carabid beetle": 302,
468
+ "guacamole": 924,
469
+ "guenon, guenon monkey": 370,
470
+ "guillotine": 583,
471
+ "guinea pig, Cavia cobaya": 338,
472
+ "gyromitra": 993,
473
+ "hair slide": 584,
474
+ "hair spray": 585,
475
+ "half track": 586,
476
+ "hammer": 587,
477
+ "hammerhead, hammerhead shark": 4,
478
+ "hamper": 588,
479
+ "hamster": 333,
480
+ "hand blower, blow dryer, blow drier, hair dryer, hair drier": 589,
481
+ "hand-held computer, hand-held microcomputer": 590,
482
+ "handkerchief, hankie, hanky, hankey": 591,
483
+ "hard disc, hard disk, fixed disk": 592,
484
+ "hare": 331,
485
+ "harmonica, mouth organ, harp, mouth harp": 593,
486
+ "harp": 594,
487
+ "hartebeest": 351,
488
+ "harvester, reaper": 595,
489
+ "harvestman, daddy longlegs, Phalangium opilio": 70,
490
+ "hatchet": 596,
491
+ "hay": 958,
492
+ "head cabbage": 936,
493
+ "hen": 8,
494
+ "hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa": 996,
495
+ "hermit crab": 125,
496
+ "hip, rose hip, rosehip": 989,
497
+ "hippopotamus, hippo, river horse, Hippopotamus amphibius": 344,
498
+ "hog, pig, grunter, squealer, Sus scrofa": 341,
499
+ "hognose snake, puff adder, sand viper": 54,
500
+ "holster": 597,
501
+ "home theater, home theatre": 598,
502
+ "honeycomb": 599,
503
+ "hook, claw": 600,
504
+ "hoopskirt, crinoline": 601,
505
+ "horizontal bar, high bar": 602,
506
+ "hornbill": 93,
507
+ "horned viper, cerastes, sand viper, horned asp, Cerastes cornutus": 66,
508
+ "horse cart, horse-cart": 603,
509
+ "hot pot, hotpot": 926,
510
+ "hotdog, hot dog, red hot": 934,
511
+ "hourglass": 604,
512
+ "house finch, linnet, Carpodacus mexicanus": 12,
513
+ "howler monkey, howler": 379,
514
+ "hummingbird": 94,
515
+ "hyena, hyaena": 276,
516
+ "iPod": 605,
517
+ "ibex, Capra ibex": 350,
518
+ "ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus": 296,
519
+ "ice cream, icecream": 928,
520
+ "ice lolly, lolly, lollipop, popsicle": 929,
521
+ "impala, Aepyceros melampus": 352,
522
+ "indigo bunting, indigo finch, indigo bird, Passerina cyanea": 14,
523
+ "indri, indris, Indri indri, Indri brevicaudatus": 384,
524
+ "iron, smoothing iron": 606,
525
+ "isopod": 126,
526
+ "jacamar": 95,
527
+ "jack-o'-lantern": 607,
528
+ "jackfruit, jak, jack": 955,
529
+ "jaguar, panther, Panthera onca, Felis onca": 290,
530
+ "jay": 17,
531
+ "jean, blue jean, denim": 608,
532
+ "jeep, landrover": 609,
533
+ "jellyfish": 107,
534
+ "jersey, T-shirt, tee shirt": 610,
535
+ "jigsaw puzzle": 611,
536
+ "jinrikisha, ricksha, rickshaw": 612,
537
+ "joystick": 613,
538
+ "junco, snowbird": 13,
539
+ "keeshond": 261,
540
+ "kelpie": 227,
541
+ "killer whale, killer, orca, grampus, sea wolf, Orcinus orca": 148,
542
+ "kimono": 614,
543
+ "king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica": 121,
544
+ "king penguin, Aptenodytes patagonica": 145,
545
+ "king snake, kingsnake": 56,
546
+ "kit fox, Vulpes macrotis": 278,
547
+ "kite": 21,
548
+ "knee pad": 615,
549
+ "knot": 616,
550
+ "koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus": 105,
551
+ "komondor": 228,
552
+ "kuvasz": 222,
553
+ "lab coat, laboratory coat": 617,
554
+ "lacewing, lacewing fly": 318,
555
+ "ladle": 618,
556
+ "ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle": 301,
557
+ "lakeside, lakeshore": 975,
558
+ "lampshade, lamp shade": 619,
559
+ "langur": 374,
560
+ "laptop, laptop computer": 620,
561
+ "lawn mower, mower": 621,
562
+ "leaf beetle, chrysomelid": 304,
563
+ "leafhopper": 317,
564
+ "leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea": 34,
565
+ "lemon": 951,
566
+ "lens cap, lens cover": 622,
567
+ "leopard, Panthera pardus": 288,
568
+ "lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens": 387,
569
+ "letter opener, paper knife, paperknife": 623,
570
+ "library": 624,
571
+ "lifeboat": 625,
572
+ "lighter, light, igniter, ignitor": 626,
573
+ "limousine, limo": 627,
574
+ "limpkin, Aramus pictus": 135,
575
+ "liner, ocean liner": 628,
576
+ "lion, king of beasts, Panthera leo": 291,
577
+ "lionfish": 396,
578
+ "lipstick, lip rouge": 629,
579
+ "little blue heron, Egretta caerulea": 131,
580
+ "llama": 355,
581
+ "loggerhead, loggerhead turtle, Caretta caretta": 33,
582
+ "long-horned beetle, longicorn, longicorn beetle": 303,
583
+ "lorikeet": 90,
584
+ "lotion": 631,
585
+ "loudspeaker, speaker, speaker unit, loudspeaker system, speaker system": 632,
586
+ "loupe, jeweler's loupe": 633,
587
+ "lumbermill, sawmill": 634,
588
+ "lycaenid, lycaenid butterfly": 326,
589
+ "lynx, catamount": 287,
590
+ "macaque": 373,
591
+ "macaw": 88,
592
+ "magnetic compass": 635,
593
+ "magpie": 18,
594
+ "mailbag, postbag": 636,
595
+ "mailbox, letter box": 637,
596
+ "maillot": 638,
597
+ "maillot, tank suit": 639,
598
+ "malamute, malemute, Alaskan malamute": 249,
599
+ "malinois": 225,
600
+ "manhole cover": 640,
601
+ "mantis, mantid": 315,
602
+ "maraca": 641,
603
+ "marimba, xylophone": 642,
604
+ "marmoset": 377,
605
+ "marmot": 336,
606
+ "mashed potato": 935,
607
+ "mask": 643,
608
+ "matchstick": 644,
609
+ "maypole": 645,
610
+ "maze, labyrinth": 646,
611
+ "measuring cup": 647,
612
+ "meat loaf, meatloaf": 962,
613
+ "medicine chest, medicine cabinet": 648,
614
+ "meerkat, mierkat": 299,
615
+ "megalith, megalithic structure": 649,
616
+ "menu": 922,
617
+ "microphone, mike": 650,
618
+ "microwave, microwave oven": 651,
619
+ "military uniform": 652,
620
+ "milk can": 653,
621
+ "miniature pinscher": 237,
622
+ "miniature poodle": 266,
623
+ "miniature schnauzer": 196,
624
+ "minibus": 654,
625
+ "miniskirt, mini": 655,
626
+ "minivan": 656,
627
+ "mink": 357,
628
+ "missile": 657,
629
+ "mitten": 658,
630
+ "mixing bowl": 659,
631
+ "mobile home, manufactured home": 660,
632
+ "modem": 662,
633
+ "monarch, monarch butterfly, milkweed butterfly, Danaus plexippus": 323,
634
+ "monastery": 663,
635
+ "mongoose": 298,
636
+ "monitor": 664,
637
+ "moped": 665,
638
+ "mortar": 666,
639
+ "mortarboard": 667,
640
+ "mosque": 668,
641
+ "mosquito net": 669,
642
+ "motor scooter, scooter": 670,
643
+ "mountain bike, all-terrain bike, off-roader": 671,
644
+ "mountain tent": 672,
645
+ "mouse, computer mouse": 673,
646
+ "mousetrap": 674,
647
+ "moving van": 675,
648
+ "mud turtle": 35,
649
+ "mushroom": 947,
650
+ "muzzle": 676,
651
+ "nail": 677,
652
+ "neck brace": 678,
653
+ "necklace": 679,
654
+ "nematode, nematode worm, roundworm": 111,
655
+ "night snake, Hypsiglena torquata": 60,
656
+ "nipple": 680,
657
+ "notebook, notebook computer": 681,
658
+ "obelisk": 682,
659
+ "oboe, hautboy, hautbois": 683,
660
+ "ocarina, sweet potato": 684,
661
+ "odometer, hodometer, mileometer, milometer": 685,
662
+ "oil filter": 686,
663
+ "orange": 950,
664
+ "orangutan, orang, orangutang, Pongo pygmaeus": 365,
665
+ "organ, pipe organ": 687,
666
+ "oscilloscope, scope, cathode-ray oscilloscope, CRO": 688,
667
+ "ostrich, Struthio camelus": 9,
668
+ "otter": 360,
669
+ "otterhound, otter hound": 175,
670
+ "overskirt": 689,
671
+ "ox": 345,
672
+ "oxcart": 690,
673
+ "oxygen mask": 691,
674
+ "oystercatcher, oyster catcher": 143,
675
+ "packet": 692,
676
+ "paddle, boat paddle": 693,
677
+ "paddlewheel, paddle wheel": 694,
678
+ "padlock": 695,
679
+ "paintbrush": 696,
680
+ "pajama, pyjama, pj's, jammies": 697,
681
+ "palace": 698,
682
+ "panpipe, pandean pipe, syrinx": 699,
683
+ "paper towel": 700,
684
+ "papillon": 157,
685
+ "parachute, chute": 701,
686
+ "parallel bars, bars": 702,
687
+ "park bench": 703,
688
+ "parking meter": 704,
689
+ "partridge": 86,
690
+ "passenger car, coach, carriage": 705,
691
+ "patas, hussar monkey, Erythrocebus patas": 371,
692
+ "patio, terrace": 706,
693
+ "pay-phone, pay-station": 707,
694
+ "peacock": 84,
695
+ "pedestal, plinth, footstall": 708,
696
+ "pelican": 144,
697
+ "pencil box, pencil case": 709,
698
+ "pencil sharpener": 710,
699
+ "perfume, essence": 711,
700
+ "photocopier": 713,
701
+ "pick, plectrum, plectron": 714,
702
+ "pickelhaube": 715,
703
+ "picket fence, paling": 716,
704
+ "pickup, pickup truck": 717,
705
+ "pier": 718,
706
+ "piggy bank, penny bank": 719,
707
+ "pill bottle": 720,
708
+ "pillow": 721,
709
+ "pineapple, ananas": 953,
710
+ "ping-pong ball": 722,
711
+ "pinwheel": 723,
712
+ "pirate, pirate ship": 724,
713
+ "pitcher, ewer": 725,
714
+ "pizza, pizza pie": 963,
715
+ "plane, carpenter's plane, woodworking plane": 726,
716
+ "planetarium": 727,
717
+ "plastic bag": 728,
718
+ "plate": 923,
719
+ "plate rack": 729,
720
+ "platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus": 103,
721
+ "plow, plough": 730,
722
+ "plunger, plumber's helper": 731,
723
+ "pole": 733,
724
+ "polecat, fitch, foulmart, foumart, Mustela putorius": 358,
725
+ "police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria": 734,
726
+ "pomegranate": 957,
727
+ "poncho": 735,
728
+ "pool table, billiard table, snooker table": 736,
729
+ "pop bottle, soda bottle": 737,
730
+ "porcupine, hedgehog": 334,
731
+ "pot, flowerpot": 738,
732
+ "potpie": 964,
733
+ "potter's wheel": 739,
734
+ "power drill": 740,
735
+ "prairie chicken, prairie grouse, prairie fowl": 83,
736
+ "prayer rug, prayer mat": 741,
737
+ "pretzel": 932,
738
+ "printer": 742,
739
+ "prison, prison house": 743,
740
+ "proboscis monkey, Nasalis larvatus": 376,
741
+ "projectile, missile": 744,
742
+ "projector": 745,
743
+ "promontory, headland, head, foreland": 976,
744
+ "ptarmigan": 81,
745
+ "puck, hockey puck": 746,
746
+ "puffer, pufferfish, blowfish, globefish": 397,
747
+ "pug, pug-dog": 254,
748
+ "punching bag, punch bag, punching ball, punchball": 747,
749
+ "purse": 748,
750
+ "quail": 85,
751
+ "quill, quill pen": 749,
752
+ "quilt, comforter, comfort, puff": 750,
753
+ "racer, race car, racing car": 751,
754
+ "racket, racquet": 752,
755
+ "radiator": 753,
756
+ "radio telescope, radio reflector": 755,
757
+ "radio, wireless": 754,
758
+ "rain barrel": 756,
759
+ "ram, tup": 348,
760
+ "rapeseed": 984,
761
+ "recreational vehicle, RV, R.V.": 757,
762
+ "red fox, Vulpes vulpes": 277,
763
+ "red wine": 966,
764
+ "red wolf, maned wolf, Canis rufus, Canis niger": 271,
765
+ "red-backed sandpiper, dunlin, Erolia alpina": 140,
766
+ "red-breasted merganser, Mergus serrator": 98,
767
+ "redbone": 168,
768
+ "redshank, Tringa totanus": 141,
769
+ "reel": 758,
770
+ "reflex camera": 759,
771
+ "refrigerator, icebox": 760,
772
+ "remote control, remote": 761,
773
+ "restaurant, eating house, eating place, eatery": 762,
774
+ "revolver, six-gun, six-shooter": 763,
775
+ "rhinoceros beetle": 306,
776
+ "rifle": 764,
777
+ "ringlet, ringlet butterfly": 322,
778
+ "ringneck snake, ring-necked snake, ring snake": 53,
779
+ "robin, American robin, Turdus migratorius": 15,
780
+ "rock beauty, Holocanthus tricolor": 392,
781
+ "rock crab, Cancer irroratus": 119,
782
+ "rock python, rock snake, Python sebae": 62,
783
+ "rocking chair, rocker": 765,
784
+ "rotisserie": 766,
785
+ "rubber eraser, rubber, pencil eraser": 767,
786
+ "ruddy turnstone, Arenaria interpres": 139,
787
+ "ruffed grouse, partridge, Bonasa umbellus": 82,
788
+ "rugby ball": 768,
789
+ "rule, ruler": 769,
790
+ "running shoe": 770,
791
+ "safe": 771,
792
+ "safety pin": 772,
793
+ "saltshaker, salt shaker": 773,
794
+ "sandal": 774,
795
+ "sandbar, sand bar": 977,
796
+ "sarong": 775,
797
+ "sax, saxophone": 776,
798
+ "scabbard": 777,
799
+ "scale, weighing machine": 778,
800
+ "schipperke": 223,
801
+ "school bus": 779,
802
+ "schooner": 780,
803
+ "scoreboard": 781,
804
+ "scorpion": 71,
805
+ "screen, CRT screen": 782,
806
+ "screw": 783,
807
+ "screwdriver": 784,
808
+ "scuba diver": 983,
809
+ "sea anemone, anemone": 108,
810
+ "sea cucumber, holothurian": 329,
811
+ "sea lion": 150,
812
+ "sea slug, nudibranch": 115,
813
+ "sea snake": 65,
814
+ "sea urchin": 328,
815
+ "seashore, coast, seacoast, sea-coast": 978,
816
+ "seat belt, seatbelt": 785,
817
+ "sewing machine": 786,
818
+ "shield, buckler": 787,
819
+ "shoe shop, shoe-shop, shoe store": 788,
820
+ "shoji": 789,
821
+ "shopping basket": 790,
822
+ "shopping cart": 791,
823
+ "shovel": 792,
824
+ "shower cap": 793,
825
+ "shower curtain": 794,
826
+ "siamang, Hylobates syndactylus, Symphalangus syndactylus": 369,
827
+ "sidewinder, horned rattlesnake, Crotalus cerastes": 68,
828
+ "silky terrier, Sydney silky": 201,
829
+ "ski": 795,
830
+ "ski mask": 796,
831
+ "skunk, polecat, wood pussy": 361,
832
+ "sleeping bag": 797,
833
+ "slide rule, slipstick": 798,
834
+ "sliding door": 799,
835
+ "slot, one-armed bandit": 800,
836
+ "sloth bear, Melursus ursinus, Ursus ursinus": 297,
837
+ "slug": 114,
838
+ "snail": 113,
839
+ "snorkel": 801,
840
+ "snow leopard, ounce, Panthera uncia": 289,
841
+ "snowmobile": 802,
842
+ "snowplow, snowplough": 803,
843
+ "soap dispenser": 804,
844
+ "soccer ball": 805,
845
+ "sock": 806,
846
+ "soft-coated wheaten terrier": 202,
847
+ "solar dish, solar collector, solar furnace": 807,
848
+ "sombrero": 808,
849
+ "sorrel": 339,
850
+ "soup bowl": 809,
851
+ "space bar": 810,
852
+ "space heater": 811,
853
+ "space shuttle": 812,
854
+ "spaghetti squash": 940,
855
+ "spatula": 813,
856
+ "speedboat": 814,
857
+ "spider monkey, Ateles geoffroyi": 381,
858
+ "spider web, spider's web": 815,
859
+ "spindle": 816,
860
+ "spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish": 123,
861
+ "spoonbill": 129,
862
+ "sports car, sport car": 817,
863
+ "spotlight, spot": 818,
864
+ "spotted salamander, Ambystoma maculatum": 28,
865
+ "squirrel monkey, Saimiri sciureus": 382,
866
+ "stage": 819,
867
+ "standard poodle": 267,
868
+ "standard schnauzer": 198,
869
+ "starfish, sea star": 327,
870
+ "steam locomotive": 820,
871
+ "steel arch bridge": 821,
872
+ "steel drum": 822,
873
+ "stethoscope": 823,
874
+ "stingray": 6,
875
+ "stinkhorn, carrion fungus": 994,
876
+ "stole": 824,
877
+ "stone wall": 825,
878
+ "stopwatch, stop watch": 826,
879
+ "stove": 827,
880
+ "strainer": 828,
881
+ "strawberry": 949,
882
+ "street sign": 919,
883
+ "streetcar, tram, tramcar, trolley, trolley car": 829,
884
+ "stretcher": 830,
885
+ "studio couch, day bed": 831,
886
+ "stupa, tope": 832,
887
+ "sturgeon": 394,
888
+ "submarine, pigboat, sub, U-boat": 833,
889
+ "suit, suit of clothes": 834,
890
+ "sulphur butterfly, sulfur butterfly": 325,
891
+ "sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita": 89,
892
+ "sundial": 835,
893
+ "sunglass": 836,
894
+ "sunglasses, dark glasses, shades": 837,
895
+ "sunscreen, sunblock, sun blocker": 838,
896
+ "suspension bridge": 839,
897
+ "swab, swob, mop": 840,
898
+ "sweatshirt": 841,
899
+ "swimming trunks, bathing trunks": 842,
900
+ "swing": 843,
901
+ "switch, electric switch, electrical switch": 844,
902
+ "syringe": 845,
903
+ "tabby, tabby cat": 281,
904
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