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  2. README.md +61 -1
  3. config.json +2038 -0
  4. preprocessor_config.json +17 -0
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README.md CHANGED
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  ---
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- license: mit
 
 
 
 
 
 
 
 
 
 
 
 
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
+ license: apache-2.0
3
+ tags:
4
+ - vision
5
+ - image-classification
6
+ datasets:
7
+ - imagenet-1k
8
+ widget:
9
+ - src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
10
+ example_title: Tiger
11
+ - src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
12
+ example_title: Teapot
13
+ - src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
14
+ example_title: Palace
15
  ---
16
+
17
+ # DiNAT (mini variant)
18
+
19
+ WIP.
20
+
21
+ ## Intended uses & limitations
22
+
23
+ You can use the raw model for image classification. See the [model hub](https://huggingface.co/models?search=dinat) to look for
24
+ fine-tuned versions on a task that interests you.
25
+
26
+ ### How to use
27
+
28
+ Here is how to use this model to classify an image of the COCO 2017 dataset into one of the 1,000 ImageNet classes:
29
+
30
+ ```python
31
+ from transformers import AutoFeatureExtractor, DiNATForImageClassification
32
+ from PIL import Image
33
+ import requests
34
+
35
+ url = "http://images.cocodataset.org/val2017/000000039769.jpg"
36
+ image = Image.open(requests.get(url, stream=True).raw)
37
+
38
+ feature_extractor = AutoFeatureExtractor.from_pretrained("shi-labs/dinat-tiny-in1k-224")
39
+ model = DiNATForImageClassification("shi-labs/dinat-tiny-in1k-224")
40
+
41
+ inputs = feature_extractor(images=image, return_tensors="pt")
42
+ outputs = model(**inputs)
43
+ logits = outputs.logits
44
+ # model predicts one of the 1000 ImageNet classes
45
+ predicted_class_idx = logits.argmax(-1).item()
46
+ print("Predicted class:", model.config.id2label[predicted_class_idx])
47
+ ```
48
+
49
+ For more code examples, we refer to the [documentation](https://huggingface.co/transformers/model_doc/dinat.html#).
50
+
51
+ ### BibTeX entry and citation info
52
+
53
+ ```bibtex
54
+ @article{hassani2022dilated,
55
+ title = {Dilated Neighborhood Attention Transformer},
56
+ author = {Ali Hassani and Humphrey Shi},
57
+ year = 2022,
58
+ url = {https://arxiv.org/abs/2209.15001},
59
+ eprint = {2209.15001},
60
+ archiveprefix = {arXiv},
61
+ primaryclass = {cs.CV}
62
+ }
63
+ ```
config.json ADDED
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1
+ {
2
+ "architectures": [
3
+ "DiNATForImageClassification"
4
+ ],
5
+ "attention_probs_dropout_prob": 0.0,
6
+ "depths": [
7
+ 3,
8
+ 4,
9
+ 6,
10
+ 5
11
+ ],
12
+ "drop_path_rate": 0.2,
13
+ "embed_dim": 64,
14
+ "hidden_act": "gelu",
15
+ "hidden_dropout_prob": 0.0,
16
+ "id2label": {
17
+ "0": "tench, Tinca tinca",
18
+ "1": "goldfish, Carassius auratus",
19
+ "2": "great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias",
20
+ "3": "tiger shark, Galeocerdo cuvieri",
21
+ "4": "hammerhead, hammerhead shark",
22
+ "5": "electric ray, crampfish, numbfish, torpedo",
23
+ "6": "stingray",
24
+ "7": "cock",
25
+ "8": "hen",
26
+ "9": "ostrich, Struthio camelus",
27
+ "10": "brambling, Fringilla montifringilla",
28
+ "11": "goldfinch, Carduelis carduelis",
29
+ "12": "house finch, linnet, Carpodacus mexicanus",
30
+ "13": "junco, snowbird",
31
+ "14": "indigo bunting, indigo finch, indigo bird, Passerina cyanea",
32
+ "15": "robin, American robin, Turdus migratorius",
33
+ "16": "bulbul",
34
+ "17": "jay",
35
+ "18": "magpie",
36
+ "19": "chickadee",
37
+ "20": "water ouzel, dipper",
38
+ "21": "kite",
39
+ "22": "bald eagle, American eagle, Haliaeetus leucocephalus",
40
+ "23": "vulture",
41
+ "24": "great grey owl, great gray owl, Strix nebulosa",
42
+ "25": "European fire salamander, Salamandra salamandra",
43
+ "26": "common newt, Triturus vulgaris",
44
+ "27": "eft",
45
+ "28": "spotted salamander, Ambystoma maculatum",
46
+ "29": "axolotl, mud puppy, Ambystoma mexicanum",
47
+ "30": "bullfrog, Rana catesbeiana",
48
+ "31": "tree frog, tree-frog",
49
+ "32": "tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui",
50
+ "33": "loggerhead, loggerhead turtle, Caretta caretta",
51
+ "34": "leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea",
52
+ "35": "mud turtle",
53
+ "36": "terrapin",
54
+ "37": "box turtle, box tortoise",
55
+ "38": "banded gecko",
56
+ "39": "common iguana, iguana, Iguana iguana",
57
+ "40": "American chameleon, anole, Anolis carolinensis",
58
+ "41": "whiptail, whiptail lizard",
59
+ "42": "agama",
60
+ "43": "frilled lizard, Chlamydosaurus kingi",
61
+ "44": "alligator lizard",
62
+ "45": "Gila monster, Heloderma suspectum",
63
+ "46": "green lizard, Lacerta viridis",
64
+ "47": "African chameleon, Chamaeleo chamaeleon",
65
+ "48": "Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis",
66
+ "49": "African crocodile, Nile crocodile, Crocodylus niloticus",
67
+ "50": "American alligator, Alligator mississipiensis",
68
+ "51": "triceratops",
69
+ "52": "thunder snake, worm snake, Carphophis amoenus",
70
+ "53": "ringneck snake, ring-necked snake, ring snake",
71
+ "54": "hognose snake, puff adder, sand viper",
72
+ "55": "green snake, grass snake",
73
+ "56": "king snake, kingsnake",
74
+ "57": "garter snake, grass snake",
75
+ "58": "water snake",
76
+ "59": "vine snake",
77
+ "60": "night snake, Hypsiglena torquata",
78
+ "61": "boa constrictor, Constrictor constrictor",
79
+ "62": "rock python, rock snake, Python sebae",
80
+ "63": "Indian cobra, Naja naja",
81
+ "64": "green mamba",
82
+ "65": "sea snake",
83
+ "66": "horned viper, cerastes, sand viper, horned asp, Cerastes cornutus",
84
+ "67": "diamondback, diamondback rattlesnake, Crotalus adamanteus",
85
+ "68": "sidewinder, horned rattlesnake, Crotalus cerastes",
86
+ "69": "trilobite",
87
+ "70": "harvestman, daddy longlegs, Phalangium opilio",
88
+ "71": "scorpion",
89
+ "72": "black and gold garden spider, Argiope aurantia",
90
+ "73": "barn spider, Araneus cavaticus",
91
+ "74": "garden spider, Aranea diademata",
92
+ "75": "black widow, Latrodectus mactans",
93
+ "76": "tarantula",
94
+ "77": "wolf spider, hunting spider",
95
+ "78": "tick",
96
+ "79": "centipede",
97
+ "80": "black grouse",
98
+ "81": "ptarmigan",
99
+ "82": "ruffed grouse, partridge, Bonasa umbellus",
100
+ "83": "prairie chicken, prairie grouse, prairie fowl",
101
+ "84": "peacock",
102
+ "85": "quail",
103
+ "86": "partridge",
104
+ "87": "African grey, African gray, Psittacus erithacus",
105
+ "88": "macaw",
106
+ "89": "sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita",
107
+ "90": "lorikeet",
108
+ "91": "coucal",
109
+ "92": "bee eater",
110
+ "93": "hornbill",
111
+ "94": "hummingbird",
112
+ "95": "jacamar",
113
+ "96": "toucan",
114
+ "97": "drake",
115
+ "98": "red-breasted merganser, Mergus serrator",
116
+ "99": "goose",
117
+ "100": "black swan, Cygnus atratus",
118
+ "101": "tusker",
119
+ "102": "echidna, spiny anteater, anteater",
120
+ "103": "platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus",
121
+ "104": "wallaby, brush kangaroo",
122
+ "105": "koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus",
123
+ "106": "wombat",
124
+ "107": "jellyfish",
125
+ "108": "sea anemone, anemone",
126
+ "109": "brain coral",
127
+ "110": "flatworm, platyhelminth",
128
+ "111": "nematode, nematode worm, roundworm",
129
+ "112": "conch",
130
+ "113": "snail",
131
+ "114": "slug",
132
+ "115": "sea slug, nudibranch",
133
+ "116": "chiton, coat-of-mail shell, sea cradle, polyplacophore",
134
+ "117": "chambered nautilus, pearly nautilus, nautilus",
135
+ "118": "Dungeness crab, Cancer magister",
136
+ "119": "rock crab, Cancer irroratus",
137
+ "120": "fiddler crab",
138
+ "121": "king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica",
139
+ "122": "American lobster, Northern lobster, Maine lobster, Homarus americanus",
140
+ "123": "spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish",
141
+ "124": "crayfish, crawfish, crawdad, crawdaddy",
142
+ "125": "hermit crab",
143
+ "126": "isopod",
144
+ "127": "white stork, Ciconia ciconia",
145
+ "128": "black stork, Ciconia nigra",
146
+ "129": "spoonbill",
147
+ "130": "flamingo",
148
+ "131": "little blue heron, Egretta caerulea",
149
+ "132": "American egret, great white heron, Egretta albus",
150
+ "133": "bittern",
151
+ "134": "crane",
152
+ "135": "limpkin, Aramus pictus",
153
+ "136": "European gallinule, Porphyrio porphyrio",
154
+ "137": "American coot, marsh hen, mud hen, water hen, Fulica americana",
155
+ "138": "bustard",
156
+ "139": "ruddy turnstone, Arenaria interpres",
157
+ "140": "red-backed sandpiper, dunlin, Erolia alpina",
158
+ "141": "redshank, Tringa totanus",
159
+ "142": "dowitcher",
160
+ "143": "oystercatcher, oyster catcher",
161
+ "144": "pelican",
162
+ "145": "king penguin, Aptenodytes patagonica",
163
+ "146": "albatross, mollymawk",
164
+ "147": "grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus",
165
+ "148": "killer whale, killer, orca, grampus, sea wolf, Orcinus orca",
166
+ "149": "dugong, Dugong dugon",
167
+ "150": "sea lion",
168
+ "151": "Chihuahua",
169
+ "152": "Japanese spaniel",
170
+ "153": "Maltese dog, Maltese terrier, Maltese",
171
+ "154": "Pekinese, Pekingese, Peke",
172
+ "155": "Shih-Tzu",
173
+ "156": "Blenheim spaniel",
174
+ "157": "papillon",
175
+ "158": "toy terrier",
176
+ "159": "Rhodesian ridgeback",
177
+ "160": "Afghan hound, Afghan",
178
+ "161": "basset, basset hound",
179
+ "162": "beagle",
180
+ "163": "bloodhound, sleuthhound",
181
+ "164": "bluetick",
182
+ "165": "black-and-tan coonhound",
183
+ "166": "Walker hound, Walker foxhound",
184
+ "167": "English foxhound",
185
+ "168": "redbone",
186
+ "169": "borzoi, Russian wolfhound",
187
+ "170": "Irish wolfhound",
188
+ "171": "Italian greyhound",
189
+ "172": "whippet",
190
+ "173": "Ibizan hound, Ibizan Podenco",
191
+ "174": "Norwegian elkhound, elkhound",
192
+ "175": "otterhound, otter hound",
193
+ "176": "Saluki, gazelle hound",
194
+ "177": "Scottish deerhound, deerhound",
195
+ "178": "Weimaraner",
196
+ "179": "Staffordshire bullterrier, Staffordshire bull terrier",
197
+ "180": "American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier",
198
+ "181": "Bedlington terrier",
199
+ "182": "Border terrier",
200
+ "183": "Kerry blue terrier",
201
+ "184": "Irish terrier",
202
+ "185": "Norfolk terrier",
203
+ "186": "Norwich terrier",
204
+ "187": "Yorkshire terrier",
205
+ "188": "wire-haired fox terrier",
206
+ "189": "Lakeland terrier",
207
+ "190": "Sealyham terrier, Sealyham",
208
+ "191": "Airedale, Airedale terrier",
209
+ "192": "cairn, cairn terrier",
210
+ "193": "Australian terrier",
211
+ "194": "Dandie Dinmont, Dandie Dinmont terrier",
212
+ "195": "Boston bull, Boston terrier",
213
+ "196": "miniature schnauzer",
214
+ "197": "giant schnauzer",
215
+ "198": "standard schnauzer",
216
+ "199": "Scotch terrier, Scottish terrier, Scottie",
217
+ "200": "Tibetan terrier, chrysanthemum dog",
218
+ "201": "silky terrier, Sydney silky",
219
+ "202": "soft-coated wheaten terrier",
220
+ "203": "West Highland white terrier",
221
+ "204": "Lhasa, Lhasa apso",
222
+ "205": "flat-coated retriever",
223
+ "206": "curly-coated retriever",
224
+ "207": "golden retriever",
225
+ "208": "Labrador retriever",
226
+ "209": "Chesapeake Bay retriever",
227
+ "210": "German short-haired pointer",
228
+ "211": "vizsla, Hungarian pointer",
229
+ "212": "English setter",
230
+ "213": "Irish setter, red setter",
231
+ "214": "Gordon setter",
232
+ "215": "Brittany spaniel",
233
+ "216": "clumber, clumber spaniel",
234
+ "217": "English springer, English springer spaniel",
235
+ "218": "Welsh springer spaniel",
236
+ "219": "cocker spaniel, English cocker spaniel, cocker",
237
+ "220": "Sussex spaniel",
238
+ "221": "Irish water spaniel",
239
+ "222": "kuvasz",
240
+ "223": "schipperke",
241
+ "224": "groenendael",
242
+ "225": "malinois",
243
+ "226": "briard",
244
+ "227": "kelpie",
245
+ "228": "komondor",
246
+ "229": "Old English sheepdog, bobtail",
247
+ "230": "Shetland sheepdog, Shetland sheep dog, Shetland",
248
+ "231": "collie",
249
+ "232": "Border collie",
250
+ "233": "Bouvier des Flandres, Bouviers des Flandres",
251
+ "234": "Rottweiler",
252
+ "235": "German shepherd, German shepherd dog, German police dog, alsatian",
253
+ "236": "Doberman, Doberman pinscher",
254
+ "237": "miniature pinscher",
255
+ "238": "Greater Swiss Mountain dog",
256
+ "239": "Bernese mountain dog",
257
+ "240": "Appenzeller",
258
+ "241": "EntleBucher",
259
+ "242": "boxer",
260
+ "243": "bull mastiff",
261
+ "244": "Tibetan mastiff",
262
+ "245": "French bulldog",
263
+ "246": "Great Dane",
264
+ "247": "Saint Bernard, St Bernard",
265
+ "248": "Eskimo dog, husky",
266
+ "249": "malamute, malemute, Alaskan malamute",
267
+ "250": "Siberian husky",
268
+ "251": "dalmatian, coach dog, carriage dog",
269
+ "252": "affenpinscher, monkey pinscher, monkey dog",
270
+ "253": "basenji",
271
+ "254": "pug, pug-dog",
272
+ "255": "Leonberg",
273
+ "256": "Newfoundland, Newfoundland dog",
274
+ "257": "Great Pyrenees",
275
+ "258": "Samoyed, Samoyede",
276
+ "259": "Pomeranian",
277
+ "260": "chow, chow chow",
278
+ "261": "keeshond",
279
+ "262": "Brabancon griffon",
280
+ "263": "Pembroke, Pembroke Welsh corgi",
281
+ "264": "Cardigan, Cardigan Welsh corgi",
282
+ "265": "toy poodle",
283
+ "266": "miniature poodle",
284
+ "267": "standard poodle",
285
+ "268": "Mexican hairless",
286
+ "269": "timber wolf, grey wolf, gray wolf, Canis lupus",
287
+ "270": "white wolf, Arctic wolf, Canis lupus tundrarum",
288
+ "271": "red wolf, maned wolf, Canis rufus, Canis niger",
289
+ "272": "coyote, prairie wolf, brush wolf, Canis latrans",
290
+ "273": "dingo, warrigal, warragal, Canis dingo",
291
+ "274": "dhole, Cuon alpinus",
292
+ "275": "African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus",
293
+ "276": "hyena, hyaena",
294
+ "277": "red fox, Vulpes vulpes",
295
+ "278": "kit fox, Vulpes macrotis",
296
+ "279": "Arctic fox, white fox, Alopex lagopus",
297
+ "280": "grey fox, gray fox, Urocyon cinereoargenteus",
298
+ "281": "tabby, tabby cat",
299
+ "282": "tiger cat",
300
+ "283": "Persian cat",
301
+ "284": "Siamese cat, Siamese",
302
+ "285": "Egyptian cat",
303
+ "286": "cougar, puma, catamount, mountain lion, painter, panther, Felis concolor",
304
+ "287": "lynx, catamount",
305
+ "288": "leopard, Panthera pardus",
306
+ "289": "snow leopard, ounce, Panthera uncia",
307
+ "290": "jaguar, panther, Panthera onca, Felis onca",
308
+ "291": "lion, king of beasts, Panthera leo",
309
+ "292": "tiger, Panthera tigris",
310
+ "293": "cheetah, chetah, Acinonyx jubatus",
311
+ "294": "brown bear, bruin, Ursus arctos",
312
+ "295": "American black bear, black bear, Ursus americanus, Euarctos americanus",
313
+ "296": "ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus",
314
+ "297": "sloth bear, Melursus ursinus, Ursus ursinus",
315
+ "298": "mongoose",
316
+ "299": "meerkat, mierkat",
317
+ "300": "tiger beetle",
318
+ "301": "ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle",
319
+ "302": "ground beetle, carabid beetle",
320
+ "303": "long-horned beetle, longicorn, longicorn beetle",
321
+ "304": "leaf beetle, chrysomelid",
322
+ "305": "dung beetle",
323
+ "306": "rhinoceros beetle",
324
+ "307": "weevil",
325
+ "308": "fly",
326
+ "309": "bee",
327
+ "310": "ant, emmet, pismire",
328
+ "311": "grasshopper, hopper",
329
+ "312": "cricket",
330
+ "313": "walking stick, walkingstick, stick insect",
331
+ "314": "cockroach, roach",
332
+ "315": "mantis, mantid",
333
+ "316": "cicada, cicala",
334
+ "317": "leafhopper",
335
+ "318": "lacewing, lacewing fly",
336
+ "319": "dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk",
337
+ "320": "damselfly",
338
+ "321": "admiral",
339
+ "322": "ringlet, ringlet butterfly",
340
+ "323": "monarch, monarch butterfly, milkweed butterfly, Danaus plexippus",
341
+ "324": "cabbage butterfly",
342
+ "325": "sulphur butterfly, sulfur butterfly",
343
+ "326": "lycaenid, lycaenid butterfly",
344
+ "327": "starfish, sea star",
345
+ "328": "sea urchin",
346
+ "329": "sea cucumber, holothurian",
347
+ "330": "wood rabbit, cottontail, cottontail rabbit",
348
+ "331": "hare",
349
+ "332": "Angora, Angora rabbit",
350
+ "333": "hamster",
351
+ "334": "porcupine, hedgehog",
352
+ "335": "fox squirrel, eastern fox squirrel, Sciurus niger",
353
+ "336": "marmot",
354
+ "337": "beaver",
355
+ "338": "guinea pig, Cavia cobaya",
356
+ "339": "sorrel",
357
+ "340": "zebra",
358
+ "341": "hog, pig, grunter, squealer, Sus scrofa",
359
+ "342": "wild boar, boar, Sus scrofa",
360
+ "343": "warthog",
361
+ "344": "hippopotamus, hippo, river horse, Hippopotamus amphibius",
362
+ "345": "ox",
363
+ "346": "water buffalo, water ox, Asiatic buffalo, Bubalus bubalis",
364
+ "347": "bison",
365
+ "348": "ram, tup",
366
+ "349": "bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis",
367
+ "350": "ibex, Capra ibex",
368
+ "351": "hartebeest",
369
+ "352": "impala, Aepyceros melampus",
370
+ "353": "gazelle",
371
+ "354": "Arabian camel, dromedary, Camelus dromedarius",
372
+ "355": "llama",
373
+ "356": "weasel",
374
+ "357": "mink",
375
+ "358": "polecat, fitch, foulmart, foumart, Mustela putorius",
376
+ "359": "black-footed ferret, ferret, Mustela nigripes",
377
+ "360": "otter",
378
+ "361": "skunk, polecat, wood pussy",
379
+ "362": "badger",
380
+ "363": "armadillo",
381
+ "364": "three-toed sloth, ai, Bradypus tridactylus",
382
+ "365": "orangutan, orang, orangutang, Pongo pygmaeus",
383
+ "366": "gorilla, Gorilla gorilla",
384
+ "367": "chimpanzee, chimp, Pan troglodytes",
385
+ "368": "gibbon, Hylobates lar",
386
+ "369": "siamang, Hylobates syndactylus, Symphalangus syndactylus",
387
+ "370": "guenon, guenon monkey",
388
+ "371": "patas, hussar monkey, Erythrocebus patas",
389
+ "372": "baboon",
390
+ "373": "macaque",
391
+ "374": "langur",
392
+ "375": "colobus, colobus monkey",
393
+ "376": "proboscis monkey, Nasalis larvatus",
394
+ "377": "marmoset",
395
+ "378": "capuchin, ringtail, Cebus capucinus",
396
+ "379": "howler monkey, howler",
397
+ "380": "titi, titi monkey",
398
+ "381": "spider monkey, Ateles geoffroyi",
399
+ "382": "squirrel monkey, Saimiri sciureus",
400
+ "383": "Madagascar cat, ring-tailed lemur, Lemur catta",
401
+ "384": "indri, indris, Indri indri, Indri brevicaudatus",
402
+ "385": "Indian elephant, Elephas maximus",
403
+ "386": "African elephant, Loxodonta africana",
404
+ "387": "lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens",
405
+ "388": "giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca",
406
+ "389": "barracouta, snoek",
407
+ "390": "eel",
408
+ "391": "coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch",
409
+ "392": "rock beauty, Holocanthus tricolor",
410
+ "393": "anemone fish",
411
+ "394": "sturgeon",
412
+ "395": "gar, garfish, garpike, billfish, Lepisosteus osseus",
413
+ "396": "lionfish",
414
+ "397": "puffer, pufferfish, blowfish, globefish",
415
+ "398": "abacus",
416
+ "399": "abaya",
417
+ "400": "academic gown, academic robe, judge's robe",
418
+ "401": "accordion, piano accordion, squeeze box",
419
+ "402": "acoustic guitar",
420
+ "403": "aircraft carrier, carrier, flattop, attack aircraft carrier",
421
+ "404": "airliner",
422
+ "405": "airship, dirigible",
423
+ "406": "altar",
424
+ "407": "ambulance",
425
+ "408": "amphibian, amphibious vehicle",
426
+ "409": "analog clock",
427
+ "410": "apiary, bee house",
428
+ "411": "apron",
429
+ "412": "ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin",
430
+ "413": "assault rifle, assault gun",
431
+ "414": "backpack, back pack, knapsack, packsack, rucksack, haversack",
432
+ "415": "bakery, bakeshop, bakehouse",
433
+ "416": "balance beam, beam",
434
+ "417": "balloon",
435
+ "418": "ballpoint, ballpoint pen, ballpen, Biro",
436
+ "419": "Band Aid",
437
+ "420": "banjo",
438
+ "421": "bannister, banister, balustrade, balusters, handrail",
439
+ "422": "barbell",
440
+ "423": "barber chair",
441
+ "424": "barbershop",
442
+ "425": "barn",
443
+ "426": "barometer",
444
+ "427": "barrel, cask",
445
+ "428": "barrow, garden cart, lawn cart, wheelbarrow",
446
+ "429": "baseball",
447
+ "430": "basketball",
448
+ "431": "bassinet",
449
+ "432": "bassoon",
450
+ "433": "bathing cap, swimming cap",
451
+ "434": "bath towel",
452
+ "435": "bathtub, bathing tub, bath, tub",
453
+ "436": "beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon",
454
+ "437": "beacon, lighthouse, beacon light, pharos",
455
+ "438": "beaker",
456
+ "439": "bearskin, busby, shako",
457
+ "440": "beer bottle",
458
+ "441": "beer glass",
459
+ "442": "bell cote, bell cot",
460
+ "443": "bib",
461
+ "444": "bicycle-built-for-two, tandem bicycle, tandem",
462
+ "445": "bikini, two-piece",
463
+ "446": "binder, ring-binder",
464
+ "447": "binoculars, field glasses, opera glasses",
465
+ "448": "birdhouse",
466
+ "449": "boathouse",
467
+ "450": "bobsled, bobsleigh, bob",
468
+ "451": "bolo tie, bolo, bola tie, bola",
469
+ "452": "bonnet, poke bonnet",
470
+ "453": "bookcase",
471
+ "454": "bookshop, bookstore, bookstall",
472
+ "455": "bottlecap",
473
+ "456": "bow",
474
+ "457": "bow tie, bow-tie, bowtie",
475
+ "458": "brass, memorial tablet, plaque",
476
+ "459": "brassiere, bra, bandeau",
477
+ "460": "breakwater, groin, groyne, mole, bulwark, seawall, jetty",
478
+ "461": "breastplate, aegis, egis",
479
+ "462": "broom",
480
+ "463": "bucket, pail",
481
+ "464": "buckle",
482
+ "465": "bulletproof vest",
483
+ "466": "bullet train, bullet",
484
+ "467": "butcher shop, meat market",
485
+ "468": "cab, hack, taxi, taxicab",
486
+ "469": "caldron, cauldron",
487
+ "470": "candle, taper, wax light",
488
+ "471": "cannon",
489
+ "472": "canoe",
490
+ "473": "can opener, tin opener",
491
+ "474": "cardigan",
492
+ "475": "car mirror",
493
+ "476": "carousel, carrousel, merry-go-round, roundabout, whirligig",
494
+ "477": "carpenter's kit, tool kit",
495
+ "478": "carton",
496
+ "479": "car wheel",
497
+ "480": "cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM",
498
+ "481": "cassette",
499
+ "482": "cassette player",
500
+ "483": "castle",
501
+ "484": "catamaran",
502
+ "485": "CD player",
503
+ "486": "cello, violoncello",
504
+ "487": "cellular telephone, cellular phone, cellphone, cell, mobile phone",
505
+ "488": "chain",
506
+ "489": "chainlink fence",
507
+ "490": "chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour",
508
+ "491": "chain saw, chainsaw",
509
+ "492": "chest",
510
+ "493": "chiffonier, commode",
511
+ "494": "chime, bell, gong",
512
+ "495": "china cabinet, china closet",
513
+ "496": "Christmas stocking",
514
+ "497": "church, church building",
515
+ "498": "cinema, movie theater, movie theatre, movie house, picture palace",
516
+ "499": "cleaver, meat cleaver, chopper",
517
+ "500": "cliff dwelling",
518
+ "501": "cloak",
519
+ "502": "clog, geta, patten, sabot",
520
+ "503": "cocktail shaker",
521
+ "504": "coffee mug",
522
+ "505": "coffeepot",
523
+ "506": "coil, spiral, volute, whorl, helix",
524
+ "507": "combination lock",
525
+ "508": "computer keyboard, keypad",
526
+ "509": "confectionery, confectionary, candy store",
527
+ "510": "container ship, containership, container vessel",
528
+ "511": "convertible",
529
+ "512": "corkscrew, bottle screw",
530
+ "513": "cornet, horn, trumpet, trump",
531
+ "514": "cowboy boot",
532
+ "515": "cowboy hat, ten-gallon hat",
533
+ "516": "cradle",
534
+ "517": "crane",
535
+ "518": "crash helmet",
536
+ "519": "crate",
537
+ "520": "crib, cot",
538
+ "521": "Crock Pot",
539
+ "522": "croquet ball",
540
+ "523": "crutch",
541
+ "524": "cuirass",
542
+ "525": "dam, dike, dyke",
543
+ "526": "desk",
544
+ "527": "desktop computer",
545
+ "528": "dial telephone, dial phone",
546
+ "529": "diaper, nappy, napkin",
547
+ "530": "digital clock",
548
+ "531": "digital watch",
549
+ "532": "dining table, board",
550
+ "533": "dishrag, dishcloth",
551
+ "534": "dishwasher, dish washer, dishwashing machine",
552
+ "535": "disk brake, disc brake",
553
+ "536": "dock, dockage, docking facility",
554
+ "537": "dogsled, dog sled, dog sleigh",
555
+ "538": "dome",
556
+ "539": "doormat, welcome mat",
557
+ "540": "drilling platform, offshore rig",
558
+ "541": "drum, membranophone, tympan",
559
+ "542": "drumstick",
560
+ "543": "dumbbell",
561
+ "544": "Dutch oven",
562
+ "545": "electric fan, blower",
563
+ "546": "electric guitar",
564
+ "547": "electric locomotive",
565
+ "548": "entertainment center",
566
+ "549": "envelope",
567
+ "550": "espresso maker",
568
+ "551": "face powder",
569
+ "552": "feather boa, boa",
570
+ "553": "file, file cabinet, filing cabinet",
571
+ "554": "fireboat",
572
+ "555": "fire engine, fire truck",
573
+ "556": "fire screen, fireguard",
574
+ "557": "flagpole, flagstaff",
575
+ "558": "flute, transverse flute",
576
+ "559": "folding chair",
577
+ "560": "football helmet",
578
+ "561": "forklift",
579
+ "562": "fountain",
580
+ "563": "fountain pen",
581
+ "564": "four-poster",
582
+ "565": "freight car",
583
+ "566": "French horn, horn",
584
+ "567": "frying pan, frypan, skillet",
585
+ "568": "fur coat",
586
+ "569": "garbage truck, dustcart",
587
+ "570": "gasmask, respirator, gas helmet",
588
+ "571": "gas pump, gasoline pump, petrol pump, island dispenser",
589
+ "572": "goblet",
590
+ "573": "go-kart",
591
+ "574": "golf ball",
592
+ "575": "golfcart, golf cart",
593
+ "576": "gondola",
594
+ "577": "gong, tam-tam",
595
+ "578": "gown",
596
+ "579": "grand piano, grand",
597
+ "580": "greenhouse, nursery, glasshouse",
598
+ "581": "grille, radiator grille",
599
+ "582": "grocery store, grocery, food market, market",
600
+ "583": "guillotine",
601
+ "584": "hair slide",
602
+ "585": "hair spray",
603
+ "586": "half track",
604
+ "587": "hammer",
605
+ "588": "hamper",
606
+ "589": "hand blower, blow dryer, blow drier, hair dryer, hair drier",
607
+ "590": "hand-held computer, hand-held microcomputer",
608
+ "591": "handkerchief, hankie, hanky, hankey",
609
+ "592": "hard disc, hard disk, fixed disk",
610
+ "593": "harmonica, mouth organ, harp, mouth harp",
611
+ "594": "harp",
612
+ "595": "harvester, reaper",
613
+ "596": "hatchet",
614
+ "597": "holster",
615
+ "598": "home theater, home theatre",
616
+ "599": "honeycomb",
617
+ "600": "hook, claw",
618
+ "601": "hoopskirt, crinoline",
619
+ "602": "horizontal bar, high bar",
620
+ "603": "horse cart, horse-cart",
621
+ "604": "hourglass",
622
+ "605": "iPod",
623
+ "606": "iron, smoothing iron",
624
+ "607": "jack-o'-lantern",
625
+ "608": "jean, blue jean, denim",
626
+ "609": "jeep, landrover",
627
+ "610": "jersey, T-shirt, tee shirt",
628
+ "611": "jigsaw puzzle",
629
+ "612": "jinrikisha, ricksha, rickshaw",
630
+ "613": "joystick",
631
+ "614": "kimono",
632
+ "615": "knee pad",
633
+ "616": "knot",
634
+ "617": "lab coat, laboratory coat",
635
+ "618": "ladle",
636
+ "619": "lampshade, lamp shade",
637
+ "620": "laptop, laptop computer",
638
+ "621": "lawn mower, mower",
639
+ "622": "lens cap, lens cover",
640
+ "623": "letter opener, paper knife, paperknife",
641
+ "624": "library",
642
+ "625": "lifeboat",
643
+ "626": "lighter, light, igniter, ignitor",
644
+ "627": "limousine, limo",
645
+ "628": "liner, ocean liner",
646
+ "629": "lipstick, lip rouge",
647
+ "630": "Loafer",
648
+ "631": "lotion",
649
+ "632": "loudspeaker, speaker, speaker unit, loudspeaker system, speaker system",
650
+ "633": "loupe, jeweler's loupe",
651
+ "634": "lumbermill, sawmill",
652
+ "635": "magnetic compass",
653
+ "636": "mailbag, postbag",
654
+ "637": "mailbox, letter box",
655
+ "638": "maillot",
656
+ "639": "maillot, tank suit",
657
+ "640": "manhole cover",
658
+ "641": "maraca",
659
+ "642": "marimba, xylophone",
660
+ "643": "mask",
661
+ "644": "matchstick",
662
+ "645": "maypole",
663
+ "646": "maze, labyrinth",
664
+ "647": "measuring cup",
665
+ "648": "medicine chest, medicine cabinet",
666
+ "649": "megalith, megalithic structure",
667
+ "650": "microphone, mike",
668
+ "651": "microwave, microwave oven",
669
+ "652": "military uniform",
670
+ "653": "milk can",
671
+ "654": "minibus",
672
+ "655": "miniskirt, mini",
673
+ "656": "minivan",
674
+ "657": "missile",
675
+ "658": "mitten",
676
+ "659": "mixing bowl",
677
+ "660": "mobile home, manufactured home",
678
+ "661": "Model T",
679
+ "662": "modem",
680
+ "663": "monastery",
681
+ "664": "monitor",
682
+ "665": "moped",
683
+ "666": "mortar",
684
+ "667": "mortarboard",
685
+ "668": "mosque",
686
+ "669": "mosquito net",
687
+ "670": "motor scooter, scooter",
688
+ "671": "mountain bike, all-terrain bike, off-roader",
689
+ "672": "mountain tent",
690
+ "673": "mouse, computer mouse",
691
+ "674": "mousetrap",
692
+ "675": "moving van",
693
+ "676": "muzzle",
694
+ "677": "nail",
695
+ "678": "neck brace",
696
+ "679": "necklace",
697
+ "680": "nipple",
698
+ "681": "notebook, notebook computer",
699
+ "682": "obelisk",
700
+ "683": "oboe, hautboy, hautbois",
701
+ "684": "ocarina, sweet potato",
702
+ "685": "odometer, hodometer, mileometer, milometer",
703
+ "686": "oil filter",
704
+ "687": "organ, pipe organ",
705
+ "688": "oscilloscope, scope, cathode-ray oscilloscope, CRO",
706
+ "689": "overskirt",
707
+ "690": "oxcart",
708
+ "691": "oxygen mask",
709
+ "692": "packet",
710
+ "693": "paddle, boat paddle",
711
+ "694": "paddlewheel, paddle wheel",
712
+ "695": "padlock",
713
+ "696": "paintbrush",
714
+ "697": "pajama, pyjama, pj's, jammies",
715
+ "698": "palace",
716
+ "699": "panpipe, pandean pipe, syrinx",
717
+ "700": "paper towel",
718
+ "701": "parachute, chute",
719
+ "702": "parallel bars, bars",
720
+ "703": "park bench",
721
+ "704": "parking meter",
722
+ "705": "passenger car, coach, carriage",
723
+ "706": "patio, terrace",
724
+ "707": "pay-phone, pay-station",
725
+ "708": "pedestal, plinth, footstall",
726
+ "709": "pencil box, pencil case",
727
+ "710": "pencil sharpener",
728
+ "711": "perfume, essence",
729
+ "712": "Petri dish",
730
+ "713": "photocopier",
731
+ "714": "pick, plectrum, plectron",
732
+ "715": "pickelhaube",
733
+ "716": "picket fence, paling",
734
+ "717": "pickup, pickup truck",
735
+ "718": "pier",
736
+ "719": "piggy bank, penny bank",
737
+ "720": "pill bottle",
738
+ "721": "pillow",
739
+ "722": "ping-pong ball",
740
+ "723": "pinwheel",
741
+ "724": "pirate, pirate ship",
742
+ "725": "pitcher, ewer",
743
+ "726": "plane, carpenter's plane, woodworking plane",
744
+ "727": "planetarium",
745
+ "728": "plastic bag",
746
+ "729": "plate rack",
747
+ "730": "plow, plough",
748
+ "731": "plunger, plumber's helper",
749
+ "732": "Polaroid camera, Polaroid Land camera",
750
+ "733": "pole",
751
+ "734": "police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria",
752
+ "735": "poncho",
753
+ "736": "pool table, billiard table, snooker table",
754
+ "737": "pop bottle, soda bottle",
755
+ "738": "pot, flowerpot",
756
+ "739": "potter's wheel",
757
+ "740": "power drill",
758
+ "741": "prayer rug, prayer mat",
759
+ "742": "printer",
760
+ "743": "prison, prison house",
761
+ "744": "projectile, missile",
762
+ "745": "projector",
763
+ "746": "puck, hockey puck",
764
+ "747": "punching bag, punch bag, punching ball, punchball",
765
+ "748": "purse",
766
+ "749": "quill, quill pen",
767
+ "750": "quilt, comforter, comfort, puff",
768
+ "751": "racer, race car, racing car",
769
+ "752": "racket, racquet",
770
+ "753": "radiator",
771
+ "754": "radio, wireless",
772
+ "755": "radio telescope, radio reflector",
773
+ "756": "rain barrel",
774
+ "757": "recreational vehicle, RV, R.V.",
775
+ "758": "reel",
776
+ "759": "reflex camera",
777
+ "760": "refrigerator, icebox",
778
+ "761": "remote control, remote",
779
+ "762": "restaurant, eating house, eating place, eatery",
780
+ "763": "revolver, six-gun, six-shooter",
781
+ "764": "rifle",
782
+ "765": "rocking chair, rocker",
783
+ "766": "rotisserie",
784
+ "767": "rubber eraser, rubber, pencil eraser",
785
+ "768": "rugby ball",
786
+ "769": "rule, ruler",
787
+ "770": "running shoe",
788
+ "771": "safe",
789
+ "772": "safety pin",
790
+ "773": "saltshaker, salt shaker",
791
+ "774": "sandal",
792
+ "775": "sarong",
793
+ "776": "sax, saxophone",
794
+ "777": "scabbard",
795
+ "778": "scale, weighing machine",
796
+ "779": "school bus",
797
+ "780": "schooner",
798
+ "781": "scoreboard",
799
+ "782": "screen, CRT screen",
800
+ "783": "screw",
801
+ "784": "screwdriver",
802
+ "785": "seat belt, seatbelt",
803
+ "786": "sewing machine",
804
+ "787": "shield, buckler",
805
+ "788": "shoe shop, shoe-shop, shoe store",
806
+ "789": "shoji",
807
+ "790": "shopping basket",
808
+ "791": "shopping cart",
809
+ "792": "shovel",
810
+ "793": "shower cap",
811
+ "794": "shower curtain",
812
+ "795": "ski",
813
+ "796": "ski mask",
814
+ "797": "sleeping bag",
815
+ "798": "slide rule, slipstick",
816
+ "799": "sliding door",
817
+ "800": "slot, one-armed bandit",
818
+ "801": "snorkel",
819
+ "802": "snowmobile",
820
+ "803": "snowplow, snowplough",
821
+ "804": "soap dispenser",
822
+ "805": "soccer ball",
823
+ "806": "sock",
824
+ "807": "solar dish, solar collector, solar furnace",
825
+ "808": "sombrero",
826
+ "809": "soup bowl",
827
+ "810": "space bar",
828
+ "811": "space heater",
829
+ "812": "space shuttle",
830
+ "813": "spatula",
831
+ "814": "speedboat",
832
+ "815": "spider web, spider's web",
833
+ "816": "spindle",
834
+ "817": "sports car, sport car",
835
+ "818": "spotlight, spot",
836
+ "819": "stage",
837
+ "820": "steam locomotive",
838
+ "821": "steel arch bridge",
839
+ "822": "steel drum",
840
+ "823": "stethoscope",
841
+ "824": "stole",
842
+ "825": "stone wall",
843
+ "826": "stopwatch, stop watch",
844
+ "827": "stove",
845
+ "828": "strainer",
846
+ "829": "streetcar, tram, tramcar, trolley, trolley car",
847
+ "830": "stretcher",
848
+ "831": "studio couch, day bed",
849
+ "832": "stupa, tope",
850
+ "833": "submarine, pigboat, sub, U-boat",
851
+ "834": "suit, suit of clothes",
852
+ "835": "sundial",
853
+ "836": "sunglass",
854
+ "837": "sunglasses, dark glasses, shades",
855
+ "838": "sunscreen, sunblock, sun blocker",
856
+ "839": "suspension bridge",
857
+ "840": "swab, swob, mop",
858
+ "841": "sweatshirt",
859
+ "842": "swimming trunks, bathing trunks",
860
+ "843": "swing",
861
+ "844": "switch, electric switch, electrical switch",
862
+ "845": "syringe",
863
+ "846": "table lamp",
864
+ "847": "tank, army tank, armored combat vehicle, armoured combat vehicle",
865
+ "848": "tape player",
866
+ "849": "teapot",
867
+ "850": "teddy, teddy bear",
868
+ "851": "television, television system",
869
+ "852": "tennis ball",
870
+ "853": "thatch, thatched roof",
871
+ "854": "theater curtain, theatre curtain",
872
+ "855": "thimble",
873
+ "856": "thresher, thrasher, threshing machine",
874
+ "857": "throne",
875
+ "858": "tile roof",
876
+ "859": "toaster",
877
+ "860": "tobacco shop, tobacconist shop, tobacconist",
878
+ "861": "toilet seat",
879
+ "862": "torch",
880
+ "863": "totem pole",
881
+ "864": "tow truck, tow car, wrecker",
882
+ "865": "toyshop",
883
+ "866": "tractor",
884
+ "867": "trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi",
885
+ "868": "tray",
886
+ "869": "trench coat",
887
+ "870": "tricycle, trike, velocipede",
888
+ "871": "trimaran",
889
+ "872": "tripod",
890
+ "873": "triumphal arch",
891
+ "874": "trolleybus, trolley coach, trackless trolley",
892
+ "875": "trombone",
893
+ "876": "tub, vat",
894
+ "877": "turnstile",
895
+ "878": "typewriter keyboard",
896
+ "879": "umbrella",
897
+ "880": "unicycle, monocycle",
898
+ "881": "upright, upright piano",
899
+ "882": "vacuum, vacuum cleaner",
900
+ "883": "vase",
901
+ "884": "vault",
902
+ "885": "velvet",
903
+ "886": "vending machine",
904
+ "887": "vestment",
905
+ "888": "viaduct",
906
+ "889": "violin, fiddle",
907
+ "890": "volleyball",
908
+ "891": "waffle iron",
909
+ "892": "wall clock",
910
+ "893": "wallet, billfold, notecase, pocketbook",
911
+ "894": "wardrobe, closet, press",
912
+ "895": "warplane, military plane",
913
+ "896": "washbasin, handbasin, washbowl, lavabo, wash-hand basin",
914
+ "897": "washer, automatic washer, washing machine",
915
+ "898": "water bottle",
916
+ "899": "water jug",
917
+ "900": "water tower",
918
+ "901": "whiskey jug",
919
+ "902": "whistle",
920
+ "903": "wig",
921
+ "904": "window screen",
922
+ "905": "window shade",
923
+ "906": "Windsor tie",
924
+ "907": "wine bottle",
925
+ "908": "wing",
926
+ "909": "wok",
927
+ "910": "wooden spoon",
928
+ "911": "wool, woolen, woollen",
929
+ "912": "worm fence, snake fence, snake-rail fence, Virginia fence",
930
+ "913": "wreck",
931
+ "914": "yawl",
932
+ "915": "yurt",
933
+ "916": "web site, website, internet site, site",
934
+ "917": "comic book",
935
+ "918": "crossword puzzle, crossword",
936
+ "919": "street sign",
937
+ "920": "traffic light, traffic signal, stoplight",
938
+ "921": "book jacket, dust cover, dust jacket, dust wrapper",
939
+ "922": "menu",
940
+ "923": "plate",
941
+ "924": "guacamole",
942
+ "925": "consomme",
943
+ "926": "hot pot, hotpot",
944
+ "927": "trifle",
945
+ "928": "ice cream, icecream",
946
+ "929": "ice lolly, lolly, lollipop, popsicle",
947
+ "930": "French loaf",
948
+ "931": "bagel, beigel",
949
+ "932": "pretzel",
950
+ "933": "cheeseburger",
951
+ "934": "hotdog, hot dog, red hot",
952
+ "935": "mashed potato",
953
+ "936": "head cabbage",
954
+ "937": "broccoli",
955
+ "938": "cauliflower",
956
+ "939": "zucchini, courgette",
957
+ "940": "spaghetti squash",
958
+ "941": "acorn squash",
959
+ "942": "butternut squash",
960
+ "943": "cucumber, cuke",
961
+ "944": "artichoke, globe artichoke",
962
+ "945": "bell pepper",
963
+ "946": "cardoon",
964
+ "947": "mushroom",
965
+ "948": "Granny Smith",
966
+ "949": "strawberry",
967
+ "950": "orange",
968
+ "951": "lemon",
969
+ "952": "fig",
970
+ "953": "pineapple, ananas",
971
+ "954": "banana",
972
+ "955": "jackfruit, jak, jack",
973
+ "956": "custard apple",
974
+ "957": "pomegranate",
975
+ "958": "hay",
976
+ "959": "carbonara",
977
+ "960": "chocolate sauce, chocolate syrup",
978
+ "961": "dough",
979
+ "962": "meat loaf, meatloaf",
980
+ "963": "pizza, pizza pie",
981
+ "964": "potpie",
982
+ "965": "burrito",
983
+ "966": "red wine",
984
+ "967": "espresso",
985
+ "968": "cup",
986
+ "969": "eggnog",
987
+ "970": "alp",
988
+ "971": "bubble",
989
+ "972": "cliff, drop, drop-off",
990
+ "973": "coral reef",
991
+ "974": "geyser",
992
+ "975": "lakeside, lakeshore",
993
+ "976": "promontory, headland, head, foreland",
994
+ "977": "sandbar, sand bar",
995
+ "978": "seashore, coast, seacoast, sea-coast",
996
+ "979": "valley, vale",
997
+ "980": "volcano",
998
+ "981": "ballplayer, baseball player",
999
+ "982": "groom, bridegroom",
1000
+ "983": "scuba diver",
1001
+ "984": "rapeseed",
1002
+ "985": "daisy",
1003
+ "986": "yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum",
1004
+ "987": "corn",
1005
+ "988": "acorn",
1006
+ "989": "hip, rose hip, rosehip",
1007
+ "990": "buckeye, horse chestnut, conker",
1008
+ "991": "coral fungus",
1009
+ "992": "agaric",
1010
+ "993": "gyromitra",
1011
+ "994": "stinkhorn, carrion fungus",
1012
+ "995": "earthstar",
1013
+ "996": "hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa",
1014
+ "997": "bolete",
1015
+ "998": "ear, spike, capitulum",
1016
+ "999": "toilet tissue, toilet paper, bathroom tissue"
1017
+ },
1018
+ "image_size": 224,
1019
+ "initializer_range": 0.02,
1020
+ "label2id": {
1021
+ "Afghan hound, Afghan": 160,
1022
+ "African chameleon, Chamaeleo chamaeleon": 47,
1023
+ "African crocodile, Nile crocodile, Crocodylus niloticus": 49,
1024
+ "African elephant, Loxodonta africana": 386,
1025
+ "African grey, African gray, Psittacus erithacus": 87,
1026
+ "African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus": 275,
1027
+ "Airedale, Airedale terrier": 191,
1028
+ "American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier": 180,
1029
+ "American alligator, Alligator mississipiensis": 50,
1030
+ "American black bear, black bear, Ursus americanus, Euarctos americanus": 295,
1031
+ "American chameleon, anole, Anolis carolinensis": 40,
1032
+ "American coot, marsh hen, mud hen, water hen, Fulica americana": 137,
1033
+ "American egret, great white heron, Egretta albus": 132,
1034
+ "American lobster, Northern lobster, Maine lobster, Homarus americanus": 122,
1035
+ "Angora, Angora rabbit": 332,
1036
+ "Appenzeller": 240,
1037
+ "Arabian camel, dromedary, Camelus dromedarius": 354,
1038
+ "Arctic fox, white fox, Alopex lagopus": 279,
1039
+ "Australian terrier": 193,
1040
+ "Band Aid": 419,
1041
+ "Bedlington terrier": 181,
1042
+ "Bernese mountain dog": 239,
1043
+ "Blenheim spaniel": 156,
1044
+ "Border collie": 232,
1045
+ "Border terrier": 182,
1046
+ "Boston bull, Boston terrier": 195,
1047
+ "Bouvier des Flandres, Bouviers des Flandres": 233,
1048
+ "Brabancon griffon": 262,
1049
+ "Brittany spaniel": 215,
1050
+ "CD player": 485,
1051
+ "Cardigan, Cardigan Welsh corgi": 264,
1052
+ "Chesapeake Bay retriever": 209,
1053
+ "Chihuahua": 151,
1054
+ "Christmas stocking": 496,
1055
+ "Crock Pot": 521,
1056
+ "Dandie Dinmont, Dandie Dinmont terrier": 194,
1057
+ "Doberman, Doberman pinscher": 236,
1058
+ "Dungeness crab, Cancer magister": 118,
1059
+ "Dutch oven": 544,
1060
+ "Egyptian cat": 285,
1061
+ "English foxhound": 167,
1062
+ "English setter": 212,
1063
+ "English springer, English springer spaniel": 217,
1064
+ "EntleBucher": 241,
1065
+ "Eskimo dog, husky": 248,
1066
+ "European fire salamander, Salamandra salamandra": 25,
1067
+ "European gallinule, Porphyrio porphyrio": 136,
1068
+ "French bulldog": 245,
1069
+ "French horn, horn": 566,
1070
+ "French loaf": 930,
1071
+ "German shepherd, German shepherd dog, German police dog, alsatian": 235,
1072
+ "German short-haired pointer": 210,
1073
+ "Gila monster, Heloderma suspectum": 45,
1074
+ "Gordon setter": 214,
1075
+ "Granny Smith": 948,
1076
+ "Great Dane": 246,
1077
+ "Great Pyrenees": 257,
1078
+ "Greater Swiss Mountain dog": 238,
1079
+ "Ibizan hound, Ibizan Podenco": 173,
1080
+ "Indian cobra, Naja naja": 63,
1081
+ "Indian elephant, Elephas maximus": 385,
1082
+ "Irish setter, red setter": 213,
1083
+ "Irish terrier": 184,
1084
+ "Irish water spaniel": 221,
1085
+ "Irish wolfhound": 170,
1086
+ "Italian greyhound": 171,
1087
+ "Japanese spaniel": 152,
1088
+ "Kerry blue terrier": 183,
1089
+ "Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis": 48,
1090
+ "Labrador retriever": 208,
1091
+ "Lakeland terrier": 189,
1092
+ "Leonberg": 255,
1093
+ "Lhasa, Lhasa apso": 204,
1094
+ "Loafer": 630,
1095
+ "Madagascar cat, ring-tailed lemur, Lemur catta": 383,
1096
+ "Maltese dog, Maltese terrier, Maltese": 153,
1097
+ "Mexican hairless": 268,
1098
+ "Model T": 661,
1099
+ "Newfoundland, Newfoundland dog": 256,
1100
+ "Norfolk terrier": 185,
1101
+ "Norwegian elkhound, elkhound": 174,
1102
+ "Norwich terrier": 186,
1103
+ "Old English sheepdog, bobtail": 229,
1104
+ "Pekinese, Pekingese, Peke": 154,
1105
+ "Pembroke, Pembroke Welsh corgi": 263,
1106
+ "Persian cat": 283,
1107
+ "Petri dish": 712,
1108
+ "Polaroid camera, Polaroid Land camera": 732,
1109
+ "Pomeranian": 259,
1110
+ "Rhodesian ridgeback": 159,
1111
+ "Rottweiler": 234,
1112
+ "Saint Bernard, St Bernard": 247,
1113
+ "Saluki, gazelle hound": 176,
1114
+ "Samoyed, Samoyede": 258,
1115
+ "Scotch terrier, Scottish terrier, Scottie": 199,
1116
+ "Scottish deerhound, deerhound": 177,
1117
+ "Sealyham terrier, Sealyham": 190,
1118
+ "Shetland sheepdog, Shetland sheep dog, Shetland": 230,
1119
+ "Shih-Tzu": 155,
1120
+ "Siamese cat, Siamese": 284,
1121
+ "Siberian husky": 250,
1122
+ "Staffordshire bullterrier, Staffordshire bull terrier": 179,
1123
+ "Sussex spaniel": 220,
1124
+ "Tibetan mastiff": 244,
1125
+ "Tibetan terrier, chrysanthemum dog": 200,
1126
+ "Walker hound, Walker foxhound": 166,
1127
+ "Weimaraner": 178,
1128
+ "Welsh springer spaniel": 218,
1129
+ "West Highland white terrier": 203,
1130
+ "Windsor tie": 906,
1131
+ "Yorkshire terrier": 187,
1132
+ "abacus": 398,
1133
+ "abaya": 399,
1134
+ "academic gown, academic robe, judge's robe": 400,
1135
+ "accordion, piano accordion, squeeze box": 401,
1136
+ "acorn": 988,
1137
+ "acorn squash": 941,
1138
+ "acoustic guitar": 402,
1139
+ "admiral": 321,
1140
+ "affenpinscher, monkey pinscher, monkey dog": 252,
1141
+ "agama": 42,
1142
+ "agaric": 992,
1143
+ "aircraft carrier, carrier, flattop, attack aircraft carrier": 403,
1144
+ "airliner": 404,
1145
+ "airship, dirigible": 405,
1146
+ "albatross, mollymawk": 146,
1147
+ "alligator lizard": 44,
1148
+ "alp": 970,
1149
+ "altar": 406,
1150
+ "ambulance": 407,
1151
+ "amphibian, amphibious vehicle": 408,
1152
+ "analog clock": 409,
1153
+ "anemone fish": 393,
1154
+ "ant, emmet, pismire": 310,
1155
+ "apiary, bee house": 410,
1156
+ "apron": 411,
1157
+ "armadillo": 363,
1158
+ "artichoke, globe artichoke": 944,
1159
+ "ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin": 412,
1160
+ "assault rifle, assault gun": 413,
1161
+ "axolotl, mud puppy, Ambystoma mexicanum": 29,
1162
+ "baboon": 372,
1163
+ "backpack, back pack, knapsack, packsack, rucksack, haversack": 414,
1164
+ "badger": 362,
1165
+ "bagel, beigel": 931,
1166
+ "bakery, bakeshop, bakehouse": 415,
1167
+ "balance beam, beam": 416,
1168
+ "bald eagle, American eagle, Haliaeetus leucocephalus": 22,
1169
+ "balloon": 417,
1170
+ "ballplayer, baseball player": 981,
1171
+ "ballpoint, ballpoint pen, ballpen, Biro": 418,
1172
+ "banana": 954,
1173
+ "banded gecko": 38,
1174
+ "banjo": 420,
1175
+ "bannister, banister, balustrade, balusters, handrail": 421,
1176
+ "barbell": 422,
1177
+ "barber chair": 423,
1178
+ "barbershop": 424,
1179
+ "barn": 425,
1180
+ "barn spider, Araneus cavaticus": 73,
1181
+ "barometer": 426,
1182
+ "barracouta, snoek": 389,
1183
+ "barrel, cask": 427,
1184
+ "barrow, garden cart, lawn cart, wheelbarrow": 428,
1185
+ "baseball": 429,
1186
+ "basenji": 253,
1187
+ "basketball": 430,
1188
+ "basset, basset hound": 161,
1189
+ "bassinet": 431,
1190
+ "bassoon": 432,
1191
+ "bath towel": 434,
1192
+ "bathing cap, swimming cap": 433,
1193
+ "bathtub, bathing tub, bath, tub": 435,
1194
+ "beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon": 436,
1195
+ "beacon, lighthouse, beacon light, pharos": 437,
1196
+ "beagle": 162,
1197
+ "beaker": 438,
1198
+ "bearskin, busby, shako": 439,
1199
+ "beaver": 337,
1200
+ "bee": 309,
1201
+ "bee eater": 92,
1202
+ "beer bottle": 440,
1203
+ "beer glass": 441,
1204
+ "bell cote, bell cot": 442,
1205
+ "bell pepper": 945,
1206
+ "bib": 443,
1207
+ "bicycle-built-for-two, tandem bicycle, tandem": 444,
1208
+ "bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis": 349,
1209
+ "bikini, two-piece": 445,
1210
+ "binder, ring-binder": 446,
1211
+ "binoculars, field glasses, opera glasses": 447,
1212
+ "birdhouse": 448,
1213
+ "bison": 347,
1214
+ "bittern": 133,
1215
+ "black and gold garden spider, Argiope aurantia": 72,
1216
+ "black grouse": 80,
1217
+ "black stork, Ciconia nigra": 128,
1218
+ "black swan, Cygnus atratus": 100,
1219
+ "black widow, Latrodectus mactans": 75,
1220
+ "black-and-tan coonhound": 165,
1221
+ "black-footed ferret, ferret, Mustela nigripes": 359,
1222
+ "bloodhound, sleuthhound": 163,
1223
+ "bluetick": 164,
1224
+ "boa constrictor, Constrictor constrictor": 61,
1225
+ "boathouse": 449,
1226
+ "bobsled, bobsleigh, bob": 450,
1227
+ "bolete": 997,
1228
+ "bolo tie, bolo, bola tie, bola": 451,
1229
+ "bonnet, poke bonnet": 452,
1230
+ "book jacket, dust cover, dust jacket, dust wrapper": 921,
1231
+ "bookcase": 453,
1232
+ "bookshop, bookstore, bookstall": 454,
1233
+ "borzoi, Russian wolfhound": 169,
1234
+ "bottlecap": 455,
1235
+ "bow": 456,
1236
+ "bow tie, bow-tie, bowtie": 457,
1237
+ "box turtle, box tortoise": 37,
1238
+ "boxer": 242,
1239
+ "brain coral": 109,
1240
+ "brambling, Fringilla montifringilla": 10,
1241
+ "brass, memorial tablet, plaque": 458,
1242
+ "brassiere, bra, bandeau": 459,
1243
+ "breakwater, groin, groyne, mole, bulwark, seawall, jetty": 460,
1244
+ "breastplate, aegis, egis": 461,
1245
+ "briard": 226,
1246
+ "broccoli": 937,
1247
+ "broom": 462,
1248
+ "brown bear, bruin, Ursus arctos": 294,
1249
+ "bubble": 971,
1250
+ "bucket, pail": 463,
1251
+ "buckeye, horse chestnut, conker": 990,
1252
+ "buckle": 464,
1253
+ "bulbul": 16,
1254
+ "bull mastiff": 243,
1255
+ "bullet train, bullet": 466,
1256
+ "bulletproof vest": 465,
1257
+ "bullfrog, Rana catesbeiana": 30,
1258
+ "burrito": 965,
1259
+ "bustard": 138,
1260
+ "butcher shop, meat market": 467,
1261
+ "butternut squash": 942,
1262
+ "cab, hack, taxi, taxicab": 468,
1263
+ "cabbage butterfly": 324,
1264
+ "cairn, cairn terrier": 192,
1265
+ "caldron, cauldron": 469,
1266
+ "can opener, tin opener": 473,
1267
+ "candle, taper, wax light": 470,
1268
+ "cannon": 471,
1269
+ "canoe": 472,
1270
+ "capuchin, ringtail, Cebus capucinus": 378,
1271
+ "car mirror": 475,
1272
+ "car wheel": 479,
1273
+ "carbonara": 959,
1274
+ "cardigan": 474,
1275
+ "cardoon": 946,
1276
+ "carousel, carrousel, merry-go-round, roundabout, whirligig": 476,
1277
+ "carpenter's kit, tool kit": 477,
1278
+ "carton": 478,
1279
+ "cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM": 480,
1280
+ "cassette": 481,
1281
+ "cassette player": 482,
1282
+ "castle": 483,
1283
+ "catamaran": 484,
1284
+ "cauliflower": 938,
1285
+ "cello, violoncello": 486,
1286
+ "cellular telephone, cellular phone, cellphone, cell, mobile phone": 487,
1287
+ "centipede": 79,
1288
+ "chain": 488,
1289
+ "chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour": 490,
1290
+ "chain saw, chainsaw": 491,
1291
+ "chainlink fence": 489,
1292
+ "chambered nautilus, pearly nautilus, nautilus": 117,
1293
+ "cheeseburger": 933,
1294
+ "cheetah, chetah, Acinonyx jubatus": 293,
1295
+ "chest": 492,
1296
+ "chickadee": 19,
1297
+ "chiffonier, commode": 493,
1298
+ "chime, bell, gong": 494,
1299
+ "chimpanzee, chimp, Pan troglodytes": 367,
1300
+ "china cabinet, china closet": 495,
1301
+ "chiton, coat-of-mail shell, sea cradle, polyplacophore": 116,
1302
+ "chocolate sauce, chocolate syrup": 960,
1303
+ "chow, chow chow": 260,
1304
+ "church, church building": 497,
1305
+ "cicada, cicala": 316,
1306
+ "cinema, movie theater, movie theatre, movie house, picture palace": 498,
1307
+ "cleaver, meat cleaver, chopper": 499,
1308
+ "cliff dwelling": 500,
1309
+ "cliff, drop, drop-off": 972,
1310
+ "cloak": 501,
1311
+ "clog, geta, patten, sabot": 502,
1312
+ "clumber, clumber spaniel": 216,
1313
+ "cock": 7,
1314
+ "cocker spaniel, English cocker spaniel, cocker": 219,
1315
+ "cockroach, roach": 314,
1316
+ "cocktail shaker": 503,
1317
+ "coffee mug": 504,
1318
+ "coffeepot": 505,
1319
+ "coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch": 391,
1320
+ "coil, spiral, volute, whorl, helix": 506,
1321
+ "collie": 231,
1322
+ "colobus, colobus monkey": 375,
1323
+ "combination lock": 507,
1324
+ "comic book": 917,
1325
+ "common iguana, iguana, Iguana iguana": 39,
1326
+ "common newt, Triturus vulgaris": 26,
1327
+ "computer keyboard, keypad": 508,
1328
+ "conch": 112,
1329
+ "confectionery, confectionary, candy store": 509,
1330
+ "consomme": 925,
1331
+ "container ship, containership, container vessel": 510,
1332
+ "convertible": 511,
1333
+ "coral fungus": 991,
1334
+ "coral reef": 973,
1335
+ "corkscrew, bottle screw": 512,
1336
+ "corn": 987,
1337
+ "cornet, horn, trumpet, trump": 513,
1338
+ "coucal": 91,
1339
+ "cougar, puma, catamount, mountain lion, painter, panther, Felis concolor": 286,
1340
+ "cowboy boot": 514,
1341
+ "cowboy hat, ten-gallon hat": 515,
1342
+ "coyote, prairie wolf, brush wolf, Canis latrans": 272,
1343
+ "cradle": 516,
1344
+ "crane": 517,
1345
+ "crash helmet": 518,
1346
+ "crate": 519,
1347
+ "crayfish, crawfish, crawdad, crawdaddy": 124,
1348
+ "crib, cot": 520,
1349
+ "cricket": 312,
1350
+ "croquet ball": 522,
1351
+ "crossword puzzle, crossword": 918,
1352
+ "crutch": 523,
1353
+ "cucumber, cuke": 943,
1354
+ "cuirass": 524,
1355
+ "cup": 968,
1356
+ "curly-coated retriever": 206,
1357
+ "custard apple": 956,
1358
+ "daisy": 985,
1359
+ "dalmatian, coach dog, carriage dog": 251,
1360
+ "dam, dike, dyke": 525,
1361
+ "damselfly": 320,
1362
+ "desk": 526,
1363
+ "desktop computer": 527,
1364
+ "dhole, Cuon alpinus": 274,
1365
+ "dial telephone, dial phone": 528,
1366
+ "diamondback, diamondback rattlesnake, Crotalus adamanteus": 67,
1367
+ "diaper, nappy, napkin": 529,
1368
+ "digital clock": 530,
1369
+ "digital watch": 531,
1370
+ "dingo, warrigal, warragal, Canis dingo": 273,
1371
+ "dining table, board": 532,
1372
+ "dishrag, dishcloth": 533,
1373
+ "dishwasher, dish washer, dishwashing machine": 534,
1374
+ "disk brake, disc brake": 535,
1375
+ "dock, dockage, docking facility": 536,
1376
+ "dogsled, dog sled, dog sleigh": 537,
1377
+ "dome": 538,
1378
+ "doormat, welcome mat": 539,
1379
+ "dough": 961,
1380
+ "dowitcher": 142,
1381
+ "dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk": 319,
1382
+ "drake": 97,
1383
+ "drilling platform, offshore rig": 540,
1384
+ "drum, membranophone, tympan": 541,
1385
+ "drumstick": 542,
1386
+ "dugong, Dugong dugon": 149,
1387
+ "dumbbell": 543,
1388
+ "dung beetle": 305,
1389
+ "ear, spike, capitulum": 998,
1390
+ "earthstar": 995,
1391
+ "echidna, spiny anteater, anteater": 102,
1392
+ "eel": 390,
1393
+ "eft": 27,
1394
+ "eggnog": 969,
1395
+ "electric fan, blower": 545,
1396
+ "electric guitar": 546,
1397
+ "electric locomotive": 547,
1398
+ "electric ray, crampfish, numbfish, torpedo": 5,
1399
+ "entertainment center": 548,
1400
+ "envelope": 549,
1401
+ "espresso": 967,
1402
+ "espresso maker": 550,
1403
+ "face powder": 551,
1404
+ "feather boa, boa": 552,
1405
+ "fiddler crab": 120,
1406
+ "fig": 952,
1407
+ "file, file cabinet, filing cabinet": 553,
1408
+ "fire engine, fire truck": 555,
1409
+ "fire screen, fireguard": 556,
1410
+ "fireboat": 554,
1411
+ "flagpole, flagstaff": 557,
1412
+ "flamingo": 130,
1413
+ "flat-coated retriever": 205,
1414
+ "flatworm, platyhelminth": 110,
1415
+ "flute, transverse flute": 558,
1416
+ "fly": 308,
1417
+ "folding chair": 559,
1418
+ "football helmet": 560,
1419
+ "forklift": 561,
1420
+ "fountain": 562,
1421
+ "fountain pen": 563,
1422
+ "four-poster": 564,
1423
+ "fox squirrel, eastern fox squirrel, Sciurus niger": 335,
1424
+ "freight car": 565,
1425
+ "frilled lizard, Chlamydosaurus kingi": 43,
1426
+ "frying pan, frypan, skillet": 567,
1427
+ "fur coat": 568,
1428
+ "gar, garfish, garpike, billfish, Lepisosteus osseus": 395,
1429
+ "garbage truck, dustcart": 569,
1430
+ "garden spider, Aranea diademata": 74,
1431
+ "garter snake, grass snake": 57,
1432
+ "gas pump, gasoline pump, petrol pump, island dispenser": 571,
1433
+ "gasmask, respirator, gas helmet": 570,
1434
+ "gazelle": 353,
1435
+ "geyser": 974,
1436
+ "giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca": 388,
1437
+ "giant schnauzer": 197,
1438
+ "gibbon, Hylobates lar": 368,
1439
+ "go-kart": 573,
1440
+ "goblet": 572,
1441
+ "golden retriever": 207,
1442
+ "goldfinch, Carduelis carduelis": 11,
1443
+ "goldfish, Carassius auratus": 1,
1444
+ "golf ball": 574,
1445
+ "golfcart, golf cart": 575,
1446
+ "gondola": 576,
1447
+ "gong, tam-tam": 577,
1448
+ "goose": 99,
1449
+ "gorilla, Gorilla gorilla": 366,
1450
+ "gown": 578,
1451
+ "grand piano, grand": 579,
1452
+ "grasshopper, hopper": 311,
1453
+ "great grey owl, great gray owl, Strix nebulosa": 24,
1454
+ "great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias": 2,
1455
+ "green lizard, Lacerta viridis": 46,
1456
+ "green mamba": 64,
1457
+ "green snake, grass snake": 55,
1458
+ "greenhouse, nursery, glasshouse": 580,
1459
+ "grey fox, gray fox, Urocyon cinereoargenteus": 280,
1460
+ "grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus": 147,
1461
+ "grille, radiator grille": 581,
1462
+ "grocery store, grocery, food market, market": 582,
1463
+ "groenendael": 224,
1464
+ "groom, bridegroom": 982,
1465
+ "ground beetle, carabid beetle": 302,
1466
+ "guacamole": 924,
1467
+ "guenon, guenon monkey": 370,
1468
+ "guillotine": 583,
1469
+ "guinea pig, Cavia cobaya": 338,
1470
+ "gyromitra": 993,
1471
+ "hair slide": 584,
1472
+ "hair spray": 585,
1473
+ "half track": 586,
1474
+ "hammer": 587,
1475
+ "hammerhead, hammerhead shark": 4,
1476
+ "hamper": 588,
1477
+ "hamster": 333,
1478
+ "hand blower, blow dryer, blow drier, hair dryer, hair drier": 589,
1479
+ "hand-held computer, hand-held microcomputer": 590,
1480
+ "handkerchief, hankie, hanky, hankey": 591,
1481
+ "hard disc, hard disk, fixed disk": 592,
1482
+ "hare": 331,
1483
+ "harmonica, mouth organ, harp, mouth harp": 593,
1484
+ "harp": 594,
1485
+ "hartebeest": 351,
1486
+ "harvester, reaper": 595,
1487
+ "harvestman, daddy longlegs, Phalangium opilio": 70,
1488
+ "hatchet": 596,
1489
+ "hay": 958,
1490
+ "head cabbage": 936,
1491
+ "hen": 8,
1492
+ "hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa": 996,
1493
+ "hermit crab": 125,
1494
+ "hip, rose hip, rosehip": 989,
1495
+ "hippopotamus, hippo, river horse, Hippopotamus amphibius": 344,
1496
+ "hog, pig, grunter, squealer, Sus scrofa": 341,
1497
+ "hognose snake, puff adder, sand viper": 54,
1498
+ "holster": 597,
1499
+ "home theater, home theatre": 598,
1500
+ "honeycomb": 599,
1501
+ "hook, claw": 600,
1502
+ "hoopskirt, crinoline": 601,
1503
+ "horizontal bar, high bar": 602,
1504
+ "hornbill": 93,
1505
+ "horned viper, cerastes, sand viper, horned asp, Cerastes cornutus": 66,
1506
+ "horse cart, horse-cart": 603,
1507
+ "hot pot, hotpot": 926,
1508
+ "hotdog, hot dog, red hot": 934,
1509
+ "hourglass": 604,
1510
+ "house finch, linnet, Carpodacus mexicanus": 12,
1511
+ "howler monkey, howler": 379,
1512
+ "hummingbird": 94,
1513
+ "hyena, hyaena": 276,
1514
+ "iPod": 605,
1515
+ "ibex, Capra ibex": 350,
1516
+ "ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus": 296,
1517
+ "ice cream, icecream": 928,
1518
+ "ice lolly, lolly, lollipop, popsicle": 929,
1519
+ "impala, Aepyceros melampus": 352,
1520
+ "indigo bunting, indigo finch, indigo bird, Passerina cyanea": 14,
1521
+ "indri, indris, Indri indri, Indri brevicaudatus": 384,
1522
+ "iron, smoothing iron": 606,
1523
+ "isopod": 126,
1524
+ "jacamar": 95,
1525
+ "jack-o'-lantern": 607,
1526
+ "jackfruit, jak, jack": 955,
1527
+ "jaguar, panther, Panthera onca, Felis onca": 290,
1528
+ "jay": 17,
1529
+ "jean, blue jean, denim": 608,
1530
+ "jeep, landrover": 609,
1531
+ "jellyfish": 107,
1532
+ "jersey, T-shirt, tee shirt": 610,
1533
+ "jigsaw puzzle": 611,
1534
+ "jinrikisha, ricksha, rickshaw": 612,
1535
+ "joystick": 613,
1536
+ "junco, snowbird": 13,
1537
+ "keeshond": 261,
1538
+ "kelpie": 227,
1539
+ "killer whale, killer, orca, grampus, sea wolf, Orcinus orca": 148,
1540
+ "kimono": 614,
1541
+ "king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica": 121,
1542
+ "king penguin, Aptenodytes patagonica": 145,
1543
+ "king snake, kingsnake": 56,
1544
+ "kit fox, Vulpes macrotis": 278,
1545
+ "kite": 21,
1546
+ "knee pad": 615,
1547
+ "knot": 616,
1548
+ "koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus": 105,
1549
+ "komondor": 228,
1550
+ "kuvasz": 222,
1551
+ "lab coat, laboratory coat": 617,
1552
+ "lacewing, lacewing fly": 318,
1553
+ "ladle": 618,
1554
+ "ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle": 301,
1555
+ "lakeside, lakeshore": 975,
1556
+ "lampshade, lamp shade": 619,
1557
+ "langur": 374,
1558
+ "laptop, laptop computer": 620,
1559
+ "lawn mower, mower": 621,
1560
+ "leaf beetle, chrysomelid": 304,
1561
+ "leafhopper": 317,
1562
+ "leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea": 34,
1563
+ "lemon": 951,
1564
+ "lens cap, lens cover": 622,
1565
+ "leopard, Panthera pardus": 288,
1566
+ "lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens": 387,
1567
+ "letter opener, paper knife, paperknife": 623,
1568
+ "library": 624,
1569
+ "lifeboat": 625,
1570
+ "lighter, light, igniter, ignitor": 626,
1571
+ "limousine, limo": 627,
1572
+ "limpkin, Aramus pictus": 135,
1573
+ "liner, ocean liner": 628,
1574
+ "lion, king of beasts, Panthera leo": 291,
1575
+ "lionfish": 396,
1576
+ "lipstick, lip rouge": 629,
1577
+ "little blue heron, Egretta caerulea": 131,
1578
+ "llama": 355,
1579
+ "loggerhead, loggerhead turtle, Caretta caretta": 33,
1580
+ "long-horned beetle, longicorn, longicorn beetle": 303,
1581
+ "lorikeet": 90,
1582
+ "lotion": 631,
1583
+ "loudspeaker, speaker, speaker unit, loudspeaker system, speaker system": 632,
1584
+ "loupe, jeweler's loupe": 633,
1585
+ "lumbermill, sawmill": 634,
1586
+ "lycaenid, lycaenid butterfly": 326,
1587
+ "lynx, catamount": 287,
1588
+ "macaque": 373,
1589
+ "macaw": 88,
1590
+ "magnetic compass": 635,
1591
+ "magpie": 18,
1592
+ "mailbag, postbag": 636,
1593
+ "mailbox, letter box": 637,
1594
+ "maillot": 638,
1595
+ "maillot, tank suit": 639,
1596
+ "malamute, malemute, Alaskan malamute": 249,
1597
+ "malinois": 225,
1598
+ "manhole cover": 640,
1599
+ "mantis, mantid": 315,
1600
+ "maraca": 641,
1601
+ "marimba, xylophone": 642,
1602
+ "marmoset": 377,
1603
+ "marmot": 336,
1604
+ "mashed potato": 935,
1605
+ "mask": 643,
1606
+ "matchstick": 644,
1607
+ "maypole": 645,
1608
+ "maze, labyrinth": 646,
1609
+ "measuring cup": 647,
1610
+ "meat loaf, meatloaf": 962,
1611
+ "medicine chest, medicine cabinet": 648,
1612
+ "meerkat, mierkat": 299,
1613
+ "megalith, megalithic structure": 649,
1614
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1615
+ "microphone, mike": 650,
1616
+ "microwave, microwave oven": 651,
1617
+ "military uniform": 652,
1618
+ "milk can": 653,
1619
+ "miniature pinscher": 237,
1620
+ "miniature poodle": 266,
1621
+ "miniature schnauzer": 196,
1622
+ "minibus": 654,
1623
+ "miniskirt, mini": 655,
1624
+ "minivan": 656,
1625
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1626
+ "missile": 657,
1627
+ "mitten": 658,
1628
+ "mixing bowl": 659,
1629
+ "mobile home, manufactured home": 660,
1630
+ "modem": 662,
1631
+ "monarch, monarch butterfly, milkweed butterfly, Danaus plexippus": 323,
1632
+ "monastery": 663,
1633
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1634
+ "monitor": 664,
1635
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1636
+ "mortar": 666,
1637
+ "mortarboard": 667,
1638
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1639
+ "mosquito net": 669,
1640
+ "motor scooter, scooter": 670,
1641
+ "mountain bike, all-terrain bike, off-roader": 671,
1642
+ "mountain tent": 672,
1643
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1644
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1645
+ "moving van": 675,
1646
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1647
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1648
+ "muzzle": 676,
1649
+ "nail": 677,
1650
+ "neck brace": 678,
1651
+ "necklace": 679,
1652
+ "nematode, nematode worm, roundworm": 111,
1653
+ "night snake, Hypsiglena torquata": 60,
1654
+ "nipple": 680,
1655
+ "notebook, notebook computer": 681,
1656
+ "obelisk": 682,
1657
+ "oboe, hautboy, hautbois": 683,
1658
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1659
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1660
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1661
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1662
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1663
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1664
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1665
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1666
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1667
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1668
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1669
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1670
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1671
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1672
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1673
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1674
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1675
+ "paddlewheel, paddle wheel": 694,
1676
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1677
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1678
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1679
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1680
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1681
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1682
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1683
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1684
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1685
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1686
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1687
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1688
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1689
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1690
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1691
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1692
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1693
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1694
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1695
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1696
+ "pencil sharpener": 710,
1697
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1698
+ "photocopier": 713,
1699
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1700
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1701
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1702
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1703
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1704
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1705
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1706
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1707
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1708
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1709
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1710
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1711
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1712
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1713
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1714
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1715
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1716
+ "plate": 923,
1717
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1718
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1719
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1720
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1721
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1722
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1723
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1724
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1725
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1726
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1727
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1728
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1729
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1730
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1731
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1732
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1733
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1734
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1735
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1736
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1737
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1738
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1739
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1740
+ "projector": 745,
1741
+ "promontory, headland, head, foreland": 976,
1742
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1743
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1744
+ "puffer, pufferfish, blowfish, globefish": 397,
1745
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1746
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1747
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1748
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1749
+ "quill, quill pen": 749,
1750
+ "quilt, comforter, comfort, puff": 750,
1751
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1752
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1753
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1754
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1755
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1756
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1757
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1758
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1759
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1760
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1761
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1762
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1763
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1764
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1765
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1766
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1767
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1768
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1769
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1770
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1771
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1772
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1773
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1774
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1775
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1776
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1777
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1778
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1779
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1780
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1781
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1782
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1783
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1784
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1785
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1786
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1787
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1788
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1789
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1790
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1791
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1792
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1793
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1794
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1795
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1796
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1797
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1798
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1799
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1800
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1801
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1802
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1803
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1804
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1805
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1806
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1807
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1808
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1809
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1810
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1811
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1812
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1813
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1814
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1815
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1816
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1817
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1818
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1819
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1820
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1821
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1822
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1823
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1824
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1825
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1826
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1827
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1828
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1829
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1830
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1831
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1832
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1833
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1834
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1835
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1836
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1837
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1838
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1839
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1840
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1841
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1842
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1843
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1844
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1845
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1846
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1847
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1848
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1849
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1850
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1851
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1852
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1853
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1854
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1855
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1856
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1857
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1858
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1859
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1860
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1861
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1862
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1863
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1864
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1865
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1866
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1867
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1868
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1869
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1870
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1871
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1872
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1873
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1874
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1875
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1876
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1877
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1878
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1879
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1880
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1881
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1882
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1883
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1884
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1885
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1886
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1887
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1888
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1889
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1890
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1891
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1892
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1893
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1894
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1895
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1896
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1897
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1898
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1899
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1900
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1901
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1902
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1903
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1904
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1905
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1906
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1907
+ "teapot": 849,
1908
+ "teddy, teddy bear": 850,
1909
+ "television, television system": 851,
1910
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1911
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1912
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1913
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1914
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1915
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1916
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1917
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1918
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1919
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1920
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1921
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1922
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1923
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1924
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1925
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1926
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1927
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1928
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1929
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1930
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1931
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1932
+ "torch": 862,
1933
+ "totem pole": 863,
1934
+ "toucan": 96,
1935
+ "tow truck, tow car, wrecker": 864,
1936
+ "toy poodle": 265,
1937
+ "toy terrier": 158,
1938
+ "toyshop": 865,
1939
+ "tractor": 866,
1940
+ "traffic light, traffic signal, stoplight": 920,
1941
+ "trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi": 867,
1942
+ "tray": 868,
1943
+ "tree frog, tree-frog": 31,
1944
+ "trench coat": 869,
1945
+ "triceratops": 51,
1946
+ "tricycle, trike, velocipede": 870,
1947
+ "trifle": 927,
1948
+ "trilobite": 69,
1949
+ "trimaran": 871,
1950
+ "tripod": 872,
1951
+ "triumphal arch": 873,
1952
+ "trolleybus, trolley coach, trackless trolley": 874,
1953
+ "trombone": 875,
1954
+ "tub, vat": 876,
1955
+ "turnstile": 877,
1956
+ "tusker": 101,
1957
+ "typewriter keyboard": 878,
1958
+ "umbrella": 879,
1959
+ "unicycle, monocycle": 880,
1960
+ "upright, upright piano": 881,
1961
+ "vacuum, vacuum cleaner": 882,
1962
+ "valley, vale": 979,
1963
+ "vase": 883,
1964
+ "vault": 884,
1965
+ "velvet": 885,
1966
+ "vending machine": 886,
1967
+ "vestment": 887,
1968
+ "viaduct": 888,
1969
+ "vine snake": 59,
1970
+ "violin, fiddle": 889,
1971
+ "vizsla, Hungarian pointer": 211,
1972
+ "volcano": 980,
1973
+ "volleyball": 890,
1974
+ "vulture": 23,
1975
+ "waffle iron": 891,
1976
+ "walking stick, walkingstick, stick insect": 313,
1977
+ "wall clock": 892,
1978
+ "wallaby, brush kangaroo": 104,
1979
+ "wallet, billfold, notecase, pocketbook": 893,
1980
+ "wardrobe, closet, press": 894,
1981
+ "warplane, military plane": 895,
1982
+ "warthog": 343,
1983
+ "washbasin, handbasin, washbowl, lavabo, wash-hand basin": 896,
1984
+ "washer, automatic washer, washing machine": 897,
1985
+ "water bottle": 898,
1986
+ "water buffalo, water ox, Asiatic buffalo, Bubalus bubalis": 346,
1987
+ "water jug": 899,
1988
+ "water ouzel, dipper": 20,
1989
+ "water snake": 58,
1990
+ "water tower": 900,
1991
+ "weasel": 356,
1992
+ "web site, website, internet site, site": 916,
1993
+ "weevil": 307,
1994
+ "whippet": 172,
1995
+ "whiptail, whiptail lizard": 41,
1996
+ "whiskey jug": 901,
1997
+ "whistle": 902,
1998
+ "white stork, Ciconia ciconia": 127,
1999
+ "white wolf, Arctic wolf, Canis lupus tundrarum": 270,
2000
+ "wig": 903,
2001
+ "wild boar, boar, Sus scrofa": 342,
2002
+ "window screen": 904,
2003
+ "window shade": 905,
2004
+ "wine bottle": 907,
2005
+ "wing": 908,
2006
+ "wire-haired fox terrier": 188,
2007
+ "wok": 909,
2008
+ "wolf spider, hunting spider": 77,
2009
+ "wombat": 106,
2010
+ "wood rabbit, cottontail, cottontail rabbit": 330,
2011
+ "wooden spoon": 910,
2012
+ "wool, woolen, woollen": 911,
2013
+ "worm fence, snake fence, snake-rail fence, Virginia fence": 912,
2014
+ "wreck": 913,
2015
+ "yawl": 914,
2016
+ "yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum": 986,
2017
+ "yurt": 915,
2018
+ "zebra": 340,
2019
+ "zucchini, courgette": 939
2020
+ },
2021
+ "layer_norm_eps": 1e-05,
2022
+ "mlp_ratio": 3.0,
2023
+ "model_type": "dinat",
2024
+ "num_channels": 3,
2025
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2026
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2027
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2028
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2029
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2030
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2031
+ "patch_size": 4,
2032
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2033
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2034
+ "torch_dtype": "float32",
2035
+ "transformers_version": "4.25.0.dev0",
2036
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2037
+ "dilations": [[1, 8, 1], [1, 4, 1, 4], [1, 2, 1, 2, 1, 2], [1, 1, 1, 1, 1]],
2038
+ }
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