1""" 

2Informations related to the :epkg:`ImageNet` competition. 

3""" 

4 

5class_names = { 

6 0: 'tench, Tinca tinca', 

7 1: 'goldfish, Carassius auratus', 

8 2: 'great white shark, white shark, man-eater, man-eating shark, ' 

9 'Carcharodon carcharias', 

10 3: 'tiger shark, Galeocerdo cuvieri', 

11 4: 'hammerhead, hammerhead shark', 

12 5: 'electric ray, crampfish, numbfish, torpedo', 

13 6: 'stingray', 

14 7: 'cock', 

15 8: 'hen', 

16 9: 'ostrich, Struthio camelus', 

17 10: 'brambling, Fringilla montifringilla', 

18 11: 'goldfinch, Carduelis carduelis', 

19 12: 'house finch, linnet, Carpodacus mexicanus', 

20 13: 'junco, snowbird', 

21 14: 'indigo bunting, indigo finch, indigo bird, Passerina cyanea', 

22 15: 'robin, American robin, Turdus migratorius', 

23 16: 'bulbul', 

24 17: 'jay', 

25 18: 'magpie', 

26 19: 'chickadee', 

27 20: 'water ouzel, dipper', 

28 21: 'kite', 

29 22: 'bald eagle, American eagle, Haliaeetus leucocephalus', 

30 23: 'vulture', 

31 24: 'great grey owl, great gray owl, Strix nebulosa', 

32 25: 'European fire salamander, Salamandra salamandra', 

33 26: 'common newt, Triturus vulgaris', 

34 27: 'eft', 

35 28: 'spotted salamander, Ambystoma maculatum', 

36 29: 'axolotl, mud puppy, Ambystoma mexicanum', 

37 30: 'bullfrog, Rana catesbeiana', 

38 31: 'tree frog, tree-frog', 

39 32: 'tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui', 

40 33: 'loggerhead, loggerhead turtle, Caretta caretta', 

41 34: 'leatherback turtle, leatherback, leathery turtle, ' 

42 'Dermochelys coriacea', 

43 35: 'mud turtle', 

44 36: 'terrapin', 

45 37: 'box turtle, box tortoise', 

46 38: 'banded gecko', 

47 39: 'common iguana, iguana, Iguana iguana', 

48 40: 'American chameleon, anole, Anolis carolinensis', 

49 41: 'whiptail, whiptail lizard', 

50 42: 'agama', 

51 43: 'frilled lizard, Chlamydosaurus kingi', 

52 44: 'alligator lizard', 

53 45: 'Gila monster, Heloderma suspectum', 

54 46: 'green lizard, Lacerta viridis', 

55 47: 'African chameleon, Chamaeleo chamaeleon', 

56 48: 'Komodo dragon, Komodo lizard, dragon lizard, giant lizard, ' 

57 'Varanus komodoensis', 

58 49: 'African crocodile, Nile crocodile, Crocodylus niloticus', 

59 50: 'American alligator, Alligator mississipiensis', 

60 51: 'triceratops', 

61 52: 'thunder snake, worm snake, Carphophis amoenus', 

62 53: 'ringneck snake, ring-necked snake, ring snake', 

63 54: 'hognose snake, puff adder, sand viper', 

64 55: 'green snake, grass snake', 

65 56: 'king snake, kingsnake', 

66 57: 'garter snake, grass snake', 

67 58: 'water snake', 

68 59: 'vine snake', 

69 60: 'night snake, Hypsiglena torquata', 

70 61: 'boa constrictor, Constrictor constrictor', 

71 62: 'rock python, rock snake, Python sebae', 

72 63: 'Indian cobra, Naja naja', 

73 64: 'green mamba', 

74 65: 'sea snake', 

75 66: 'horned viper, cerastes, sand viper, horned asp, Cerastes cornutus', 

76 67: 'diamondback, diamondback rattlesnake, Crotalus adamanteus', 

77 68: 'sidewinder, horned rattlesnake, Crotalus cerastes', 

78 69: 'trilobite', 

79 70: 'harvestman, daddy longlegs, Phalangium opilio', 

80 71: 'scorpion', 

81 72: 'black and gold garden spider, Argiope aurantia', 

82 73: 'barn spider, Araneus cavaticus', 

83 74: 'garden spider, Aranea diademata', 

84 75: 'black widow, Latrodectus mactans', 

85 76: 'tarantula', 

86 77: 'wolf spider, hunting spider', 

87 78: 'tick', 

88 79: 'centipede', 

89 80: 'black grouse', 

90 81: 'ptarmigan', 

91 82: 'ruffed grouse, partridge, Bonasa umbellus', 

92 83: 'prairie chicken, prairie grouse, prairie fowl', 

93 84: 'peacock', 

94 85: 'quail', 

95 86: 'partridge', 

96 87: 'African grey, African gray, Psittacus erithacus', 

97 88: 'macaw', 

98 89: 'sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita', 

99 90: 'lorikeet', 

100 91: 'coucal', 

101 92: 'bee eater', 

102 93: 'hornbill', 

103 94: 'hummingbird', 

104 95: 'jacamar', 

105 96: 'toucan', 

106 97: 'drake', 

107 98: 'red-breasted merganser, Mergus serrator', 

108 99: 'goose', 

109 100: 'black swan, Cygnus atratus', 

110 101: 'tusker', 

111 102: 'echidna, spiny anteater, anteater', 

112 103: 'platypus, duckbill, duckbilled platypus, duck-billed ' 

113 'platypus, Ornithorhynchus anatinus', 

114 104: 'wallaby, brush kangaroo', 

115 105: 'koala, koala bear, kangaroo bear, native bear, ' 

116 'Phascolarctos cinereus', 

117 106: 'wombat', 

118 107: 'jellyfish', 

119 108: 'sea anemone, anemone', 

120 109: 'brain coral', 

121 110: 'flatworm, platyhelminth', 

122 111: 'nematode, nematode worm, roundworm', 

123 112: 'conch', 

124 113: 'snail', 

125 114: 'slug', 

126 115: 'sea slug, nudibranch', 

127 116: 'chiton, coat-of-mail shell, sea cradle, polyplacophore', 

128 117: 'chambered nautilus, pearly nautilus, nautilus', 

129 118: 'Dungeness crab, Cancer magister', 

130 119: 'rock crab, Cancer irroratus', 

131 120: 'fiddler crab', 

132 121: 'king crab, Alaska crab, Alaskan king crab, Alaska king ' 

133 'crab, Paralithodes camtschatica', 

134 122: 'American lobster, Northern lobster, Maine lobster, ' 

135 'Homarus americanus', 

136 123: 'spiny lobster, langouste, rock lobster, crawfish, ' 

137 'crayfish, sea crawfish', 

138 124: 'crayfish, crawfish, crawdad, crawdaddy', 

139 125: 'hermit crab', 

140 126: 'isopod', 

141 127: 'white stork, Ciconia ciconia', 

142 128: 'black stork, Ciconia nigra', 

143 129: 'spoonbill', 

144 130: 'flamingo', 

145 131: 'little blue heron, Egretta caerulea', 

146 132: 'American egret, great white heron, Egretta albus', 

147 133: 'bittern', 

148 134: 'crane', 

149 135: 'limpkin, Aramus pictus', 

150 136: 'European gallinule, Porphyrio porphyrio', 

151 137: 'American coot, marsh hen, mud hen, water hen, Fulica americana', 

152 138: 'bustard', 

153 139: 'ruddy turnstone, Arenaria interpres', 

154 140: 'red-backed sandpiper, dunlin, Erolia alpina', 

155 141: 'redshank, Tringa totanus', 

156 142: 'dowitcher', 

157 143: 'oystercatcher, oyster catcher', 

158 144: 'pelican', 

159 145: 'king penguin, Aptenodytes patagonica', 

160 146: 'albatross, mollymawk', 

161 147: 'grey whale, gray whale, devilfish, Eschrichtius ' 

162 'gibbosus, Eschrichtius robustus', 

163 148: 'killer whale, killer, orca, grampus, sea wolf, Orcinus orca', 

164 149: 'dugong, Dugong dugon', 

165 150: 'sea lion', 

166 151: 'Chihuahua', 

167 152: 'Japanese spaniel', 

168 153: 'Maltese dog, Maltese terrier, Maltese', 

169 154: 'Pekinese, Pekingese, Peke', 

170 155: 'Shih-Tzu', 

171 156: 'Blenheim spaniel', 

172 157: 'papillon', 

173 158: 'toy terrier', 

174 159: 'Rhodesian ridgeback', 

175 160: 'Afghan hound, Afghan', 

176 161: 'basset, basset hound', 

177 162: 'beagle', 

178 163: 'bloodhound, sleuthhound', 

179 164: 'bluetick', 

180 165: 'black-and-tan coonhound', 

181 166: 'Walker hound, Walker foxhound', 

182 167: 'English foxhound', 

183 168: 'redbone', 

184 169: 'borzoi, Russian wolfhound', 

185 170: 'Irish wolfhound', 

186 171: 'Italian greyhound', 

187 172: 'whippet', 

188 173: 'Ibizan hound, Ibizan Podenco', 

189 174: 'Norwegian elkhound, elkhound', 

190 175: 'otterhound, otter hound', 

191 176: 'Saluki, gazelle hound', 

192 177: 'Scottish deerhound, deerhound', 

193 178: 'Weimaraner', 

194 179: 'Staffordshire bullterrier, Staffordshire bull terrier', 

195 180: 'American Staffordshire terrier, Staffordshire terrier, ' 

196 'American pit bull terrier, pit bull terrier', 

197 181: 'Bedlington terrier', 

198 182: 'Border terrier', 

199 183: 'Kerry blue terrier', 

200 184: 'Irish terrier', 

201 185: 'Norfolk terrier', 

202 186: 'Norwich terrier', 

203 187: 'Yorkshire terrier', 

204 188: 'wire-haired fox terrier', 

205 189: 'Lakeland terrier', 

206 190: 'Sealyham terrier, Sealyham', 

207 191: 'Airedale, Airedale terrier', 

208 192: 'cairn, cairn terrier', 

209 193: 'Australian terrier', 

210 194: 'Dandie Dinmont, Dandie Dinmont terrier', 

211 195: 'Boston bull, Boston terrier', 

212 196: 'miniature schnauzer', 

213 197: 'giant schnauzer', 

214 198: 'standard schnauzer', 

215 199: 'Scotch terrier, Scottish terrier, Scottie', 

216 200: 'Tibetan terrier, chrysanthemum dog', 

217 201: 'silky terrier, Sydney silky', 

218 202: 'soft-coated wheaten terrier', 

219 203: 'West Highland white terrier', 

220 204: 'Lhasa, Lhasa apso', 

221 205: 'flat-coated retriever', 

222 206: 'curly-coated retriever', 

223 207: 'golden retriever', 

224 208: 'Labrador retriever', 

225 209: 'Chesapeake Bay retriever', 

226 210: 'German short-haired pointer', 

227 211: 'vizsla, Hungarian pointer', 

228 212: 'English setter', 

229 213: 'Irish setter, red setter', 

230 214: 'Gordon setter', 

231 215: 'Brittany spaniel', 

232 216: 'clumber, clumber spaniel', 

233 217: 'English springer, English springer spaniel', 

234 218: 'Welsh springer spaniel', 

235 219: 'cocker spaniel, English cocker spaniel, cocker', 

236 220: 'Sussex spaniel', 

237 221: 'Irish water spaniel', 

238 222: 'kuvasz', 

239 223: 'schipperke', 

240 224: 'groenendael', 

241 225: 'malinois', 

242 226: 'briard', 

243 227: 'kelpie', 

244 228: 'komondor', 

245 229: 'Old English sheepdog, bobtail', 

246 230: 'Shetland sheepdog, Shetland sheep dog, Shetland', 

247 231: 'collie', 

248 232: 'Border collie', 

249 233: 'Bouvier des Flandres, Bouviers des Flandres', 

250 234: 'Rottweiler', 

251 235: 'German shepherd, German shepherd dog, German police dog, alsatian', 

252 236: 'Doberman, Doberman pinscher', 

253 237: 'miniature pinscher', 

254 238: 'Greater Swiss Mountain dog', 

255 239: 'Bernese mountain dog', 

256 240: 'Appenzeller', 

257 241: 'EntleBucher', 

258 242: 'boxer', 

259 243: 'bull mastiff', 

260 244: 'Tibetan mastiff', 

261 245: 'French bulldog', 

262 246: 'Great Dane', 

263 247: 'Saint Bernard, St Bernard', 

264 248: 'Eskimo dog, husky', 

265 249: 'malamute, malemute, Alaskan malamute', 

266 250: 'Siberian husky', 

267 251: 'dalmatian, coach dog, carriage dog', 

268 252: 'affenpinscher, monkey pinscher, monkey dog', 

269 253: 'basenji', 

270 254: 'pug, pug-dog', 

271 255: 'Leonberg', 

272 256: 'Newfoundland, Newfoundland dog', 

273 257: 'Great Pyrenees', 

274 258: 'Samoyed, Samoyede', 

275 259: 'Pomeranian', 

276 260: 'chow, chow chow', 

277 261: 'keeshond', 

278 262: 'Brabancon griffon', 

279 263: 'Pembroke, Pembroke Welsh corgi', 

280 264: 'Cardigan, Cardigan Welsh corgi', 

281 265: 'toy poodle', 

282 266: 'miniature poodle', 

283 267: 'standard poodle', 

284 268: 'Mexican hairless', 

285 269: 'timber wolf, grey wolf, gray wolf, Canis lupus', 

286 270: 'white wolf, Arctic wolf, Canis lupus tundrarum', 

287 271: 'red wolf, maned wolf, Canis rufus, Canis niger', 

288 272: 'coyote, prairie wolf, brush wolf, Canis latrans', 

289 273: 'dingo, warrigal, warragal, Canis dingo', 

290 274: 'dhole, Cuon alpinus', 

291 275: 'African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus', 

292 276: 'hyena, hyaena', 

293 277: 'red fox, Vulpes vulpes', 

294 278: 'kit fox, Vulpes macrotis', 

295 279: 'Arctic fox, white fox, Alopex lagopus', 

296 280: 'grey fox, gray fox, Urocyon cinereoargenteus', 

297 281: 'tabby, tabby cat', 

298 282: 'tiger cat', 

299 283: 'Persian cat', 

300 284: 'Siamese cat, Siamese', 

301 285: 'Egyptian cat', 

302 286: 'cougar, puma, catamount, mountain lion, painter, ' 

303 '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, ' 

313 'Euarctos americanus', 

314 296: 'ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus', 

315 297: 'sloth bear, Melursus ursinus, Ursus ursinus', 

316 298: 'mongoose', 

317 299: 'meerkat, mierkat', 

318 300: 'tiger beetle', 

319 301: 'ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle', 

320 302: 'ground beetle, carabid beetle', 

321 303: 'long-horned beetle, longicorn, longicorn beetle', 

322 304: 'leaf beetle, chrysomelid', 

323 305: 'dung beetle', 

324 306: 'rhinoceros beetle', 

325 307: 'weevil', 

326 308: 'fly', 

327 309: 'bee', 

328 310: 'ant, emmet, pismire', 

329 311: 'grasshopper, hopper', 

330 312: 'cricket', 

331 313: 'walking stick, walkingstick, stick insect', 

332 314: 'cockroach, roach', 

333 315: 'mantis, mantid', 

334 316: 'cicada, cicala', 

335 317: 'leafhopper', 

336 318: 'lacewing, lacewing fly', 

337 319: "dragonfly, darning needle, devil's darning needle, " 

338 "sewing needle, snake feeder, snake doctor, mosquito " 

339 "hawk, skeeter hawk", 

340 320: 'damselfly', 

341 321: 'admiral', 

342 322: 'ringlet, ringlet butterfly', 

343 323: 'monarch, monarch butterfly, milkweed butterfly, Danaus plexippus', 

344 324: 'cabbage butterfly', 

345 325: 'sulphur butterfly, sulfur butterfly', 

346 326: 'lycaenid, lycaenid butterfly', 

347 327: 'starfish, sea star', 

348 328: 'sea urchin', 

349 329: 'sea cucumber, holothurian', 

350 330: 'wood rabbit, cottontail, cottontail rabbit', 

351 331: 'hare', 

352 332: 'Angora, Angora rabbit', 

353 333: 'hamster', 

354 334: 'porcupine, hedgehog', 

355 335: 'fox squirrel, eastern fox squirrel, Sciurus niger', 

356 336: 'marmot', 

357 337: 'beaver', 

358 338: 'guinea pig, Cavia cobaya', 

359 339: 'sorrel', 

360 340: 'zebra', 

361 341: 'hog, pig, grunter, squealer, Sus scrofa', 

362 342: 'wild boar, boar, Sus scrofa', 

363 343: 'warthog', 

364 344: 'hippopotamus, hippo, river horse, Hippopotamus amphibius', 

365 345: 'ox', 

366 346: 'water buffalo, water ox, Asiatic buffalo, Bubalus bubalis', 

367 347: 'bison', 

368 348: 'ram, tup', 

369 349: 'bighorn, bighorn sheep, cimarron, Rocky Mountain ' 

370 'bighorn, Rocky Mountain sheep, Ovis canadensis', 

371 350: 'ibex, Capra ibex', 

372 351: 'hartebeest', 

373 352: 'impala, Aepyceros melampus', 

374 353: 'gazelle', 

375 354: 'Arabian camel, dromedary, Camelus dromedarius', 

376 355: 'llama', 

377 356: 'weasel', 

378 357: 'mink', 

379 358: 'polecat, fitch, foulmart, foumart, Mustela putorius', 

380 359: 'black-footed ferret, ferret, Mustela nigripes', 

381 360: 'otter', 

382 361: 'skunk, polecat, wood pussy', 

383 362: 'badger', 

384 363: 'armadillo', 

385 364: 'three-toed sloth, ai, Bradypus tridactylus', 

386 365: 'orangutan, orang, orangutang, Pongo pygmaeus', 

387 366: 'gorilla, Gorilla gorilla', 

388 367: 'chimpanzee, chimp, Pan troglodytes', 

389 368: 'gibbon, Hylobates lar', 

390 369: 'siamang, Hylobates syndactylus, Symphalangus syndactylus', 

391 370: 'guenon, guenon monkey', 

392 371: 'patas, hussar monkey, Erythrocebus patas', 

393 372: 'baboon', 

394 373: 'macaque', 

395 374: 'langur', 

396 375: 'colobus, colobus monkey', 

397 376: 'proboscis monkey, Nasalis larvatus', 

398 377: 'marmoset', 

399 378: 'capuchin, ringtail, Cebus capucinus', 

400 379: 'howler monkey, howler', 

401 380: 'titi, titi monkey', 

402 381: 'spider monkey, Ateles geoffroyi', 

403 382: 'squirrel monkey, Saimiri sciureus', 

404 383: 'Madagascar cat, ring-tailed lemur, Lemur catta', 

405 384: 'indri, indris, Indri indri, Indri brevicaudatus', 

406 385: 'Indian elephant, Elephas maximus', 

407 386: 'African elephant, Loxodonta africana', 

408 387: 'lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens', 

409 388: 'giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca', 

410 389: 'barracouta, snoek', 

411 390: 'eel', 

412 391: 'coho, cohoe, coho salmon, blue jack, silver salmon, ' 

413 'Oncorhynchus kisutch', 

414 392: 'rock beauty, Holocanthus tricolor', 

415 393: 'anemone fish', 

416 394: 'sturgeon', 

417 395: 'gar, garfish, garpike, billfish, Lepisosteus osseus', 

418 396: 'lionfish', 

419 397: 'puffer, pufferfish, blowfish, globefish', 

420 398: 'abacus', 

421 399: 'abaya', 

422 400: "academic gown, academic robe, judge's robe", 

423 401: 'accordion, piano accordion, squeeze box', 

424 402: 'acoustic guitar', 

425 403: 'aircraft carrier, carrier, flattop, attack aircraft carrier', 

426 404: 'airliner', 

427 405: 'airship, dirigible', 

428 406: 'altar', 

429 407: 'ambulance', 

430 408: 'amphibian, amphibious vehicle', 

431 409: 'analog clock', 

432 410: 'apiary, bee house', 

433 411: 'apron', 

434 412: 'ashcan, trash can, garbage can, wastebin, ash bin, ' 

435 'ash-bin, ashbin, dustbin, trash barrel, trash bin', 

436 413: 'assault rifle, assault gun', 

437 414: 'backpack, back pack, knapsack, packsack, rucksack, haversack', 

438 415: 'bakery, bakeshop, bakehouse', 

439 416: 'balance beam, beam', 

440 417: 'balloon', 

441 418: 'ballpoint, ballpoint pen, ballpen, Biro', 

442 419: 'Band Aid', 

443 420: 'banjo', 

444 421: 'bannister, banister, balustrade, balusters, handrail', 

445 422: 'barbell', 

446 423: 'barber chair', 

447 424: 'barbershop', 

448 425: 'barn', 

449 426: 'barometer', 

450 427: 'barrel, cask', 

451 428: 'barrow, garden cart, lawn cart, wheelbarrow', 

452 429: 'baseball', 

453 430: 'basketball', 

454 431: 'bassinet', 

455 432: 'bassoon', 

456 433: 'bathing cap, swimming cap', 

457 434: 'bath towel', 

458 435: 'bathtub, bathing tub, bath, tub', 

459 436: 'beach wagon, station wagon, wagon, estate car, ' 

460 'beach waggon, station waggon, waggon', 

461 437: 'beacon, lighthouse, beacon light, pharos', 

462 438: 'beaker', 

463 439: 'bearskin, busby, shako', 

464 440: 'beer bottle', 

465 441: 'beer glass', 

466 442: 'bell cote, bell cot', 

467 443: 'bib', 

468 444: 'bicycle-built-for-two, tandem bicycle, tandem', 

469 445: 'bikini, two-piece', 

470 446: 'binder, ring-binder', 

471 447: 'binoculars, field glasses, opera glasses', 

472 448: 'birdhouse', 

473 449: 'boathouse', 

474 450: 'bobsled, bobsleigh, bob', 

475 451: 'bolo tie, bolo, bola tie, bola', 

476 452: 'bonnet, poke bonnet', 

477 453: 'bookcase', 

478 454: 'bookshop, bookstore, bookstall', 

479 455: 'bottlecap', 

480 456: 'bow', 

481 457: 'bow tie, bow-tie, bowtie', 

482 458: 'brass, memorial tablet, plaque', 

483 459: 'brassiere, bra, bandeau', 

484 460: 'breakwater, groin, groyne, mole, bulwark, seawall, jetty', 

485 461: 'breastplate, aegis, egis', 

486 462: 'broom', 

487 463: 'bucket, pail', 

488 464: 'buckle', 

489 465: 'bulletproof vest', 

490 466: 'bullet train, bullet', 

491 467: 'butcher shop, meat market', 

492 468: 'cab, hack, taxi, taxicab', 

493 469: 'caldron, cauldron', 

494 470: 'candle, taper, wax light', 

495 471: 'cannon', 

496 472: 'canoe', 

497 473: 'can opener, tin opener', 

498 474: 'cardigan', 

499 475: 'car mirror', 

500 476: 'carousel, carrousel, merry-go-round, roundabout, whirligig', 

501 477: "carpenter's kit, tool kit", 

502 478: 'carton', 

503 479: 'car wheel', 

504 480: 'cash machine, cash dispenser, automated teller ' 

505 'machine, automatic teller machine, automated teller, ' 

506 'automatic teller, ATM', 

507 481: 'cassette', 

508 482: 'cassette player', 

509 483: 'castle', 

510 484: 'catamaran', 

511 485: 'CD player', 

512 486: 'cello, violoncello', 

513 487: 'cellular telephone, cellular phone, cellphone, cell, mobile phone', 

514 488: 'chain', 

515 489: 'chainlink fence', 

516 490: 'chain mail, ring mail, mail, chain armor, chain ' 

517 'armour, ring armor, ring armour', 

518 491: 'chain saw, chainsaw', 

519 492: 'chest', 

520 493: 'chiffonier, commode', 

521 494: 'chime, bell, gong', 

522 495: 'china cabinet, china closet', 

523 496: 'Christmas stocking', 

524 497: 'church, church building', 

525 498: 'cinema, movie theater, movie theatre, movie house, picture palace', 

526 499: 'cleaver, meat cleaver, chopper', 

527 500: 'cliff dwelling', 

528 501: 'cloak', 

529 502: 'clog, geta, patten, sabot', 

530 503: 'cocktail shaker', 

531 504: 'coffee mug', 

532 505: 'coffeepot', 

533 506: 'coil, spiral, volute, whorl, helix', 

534 507: 'combination lock', 

535 508: 'computer keyboard, keypad', 

536 509: 'confectionery, confectionary, candy store', 

537 510: 'container ship, containership, container vessel', 

538 511: 'convertible', 

539 512: 'corkscrew, bottle screw', 

540 513: 'cornet, horn, trumpet, trump', 

541 514: 'cowboy boot', 

542 515: 'cowboy hat, ten-gallon hat', 

543 516: 'cradle', 

544 517: 'crane', 

545 518: 'crash helmet', 

546 519: 'crate', 

547 520: 'crib, cot', 

548 521: 'Crock Pot', 

549 522: 'croquet ball', 

550 523: 'crutch', 

551 524: 'cuirass', 

552 525: 'dam, dike, dyke', 

553 526: 'desk', 

554 527: 'desktop computer', 

555 528: 'dial telephone, dial phone', 

556 529: 'diaper, nappy, napkin', 

557 530: 'digital clock', 

558 531: 'digital watch', 

559 532: 'dining table, board', 

560 533: 'dishrag, dishcloth', 

561 534: 'dishwasher, dish washer, dishwashing machine', 

562 535: 'disk brake, disc brake', 

563 536: 'dock, dockage, docking facility', 

564 537: 'dogsled, dog sled, dog sleigh', 

565 538: 'dome', 

566 539: 'doormat, welcome mat', 

567 540: 'drilling platform, offshore rig', 

568 541: 'drum, membranophone, tympan', 

569 542: 'drumstick', 

570 543: 'dumbbell', 

571 544: 'Dutch oven', 

572 545: 'electric fan, blower', 

573 546: 'electric guitar', 

574 547: 'electric locomotive', 

575 548: 'entertainment center', 

576 549: 'envelope', 

577 550: 'espresso maker', 

578 551: 'face powder', 

579 552: 'feather boa, boa', 

580 553: 'file, file cabinet, filing cabinet', 

581 554: 'fireboat', 

582 555: 'fire engine, fire truck', 

583 556: 'fire screen, fireguard', 

584 557: 'flagpole, flagstaff', 

585 558: 'flute, transverse flute', 

586 559: 'folding chair', 

587 560: 'football helmet', 

588 561: 'forklift', 

589 562: 'fountain', 

590 563: 'fountain pen', 

591 564: 'four-poster', 

592 565: 'freight car', 

593 566: 'French horn, horn', 

594 567: 'frying pan, frypan, skillet', 

595 568: 'fur coat', 

596 569: 'garbage truck, dustcart', 

597 570: 'gasmask, respirator, gas helmet', 

598 571: 'gas pump, gasoline pump, petrol pump, island dispenser', 

599 572: 'goblet', 

600 573: 'go-kart', 

601 574: 'golf ball', 

602 575: 'golfcart, golf cart', 

603 576: 'gondola', 

604 577: 'gong, tam-tam', 

605 578: 'gown', 

606 579: 'grand piano, grand', 

607 580: 'greenhouse, nursery, glasshouse', 

608 581: 'grille, radiator grille', 

609 582: 'grocery store, grocery, food market, market', 

610 583: 'guillotine', 

611 584: 'hair slide', 

612 585: 'hair spray', 

613 586: 'half track', 

614 587: 'hammer', 

615 588: 'hamper', 

616 589: 'hand blower, blow dryer, blow drier, hair dryer, hair drier', 

617 590: 'hand-held computer, hand-held microcomputer', 

618 591: 'handkerchief, hankie, hanky, hankey', 

619 592: 'hard disc, hard disk, fixed disk', 

620 593: 'harmonica, mouth organ, harp, mouth harp', 

621 594: 'harp', 

622 595: 'harvester, reaper', 

623 596: 'hatchet', 

624 597: 'holster', 

625 598: 'home theater, home theatre', 

626 599: 'honeycomb', 

627 600: 'hook, claw', 

628 601: 'hoopskirt, crinoline', 

629 602: 'horizontal bar, high bar', 

630 603: 'horse cart, horse-cart', 

631 604: 'hourglass', 

632 605: 'iPod', 

633 606: 'iron, smoothing iron', 

634 607: "jack-o'-lantern", 

635 608: 'jean, blue jean, denim', 

636 609: 'jeep, landrover', 

637 610: 'jersey, T-shirt, tee shirt', 

638 611: 'jigsaw puzzle', 

639 612: 'jinrikisha, ricksha, rickshaw', 

640 613: 'joystick', 

641 614: 'kimono', 

642 615: 'knee pad', 

643 616: 'knot', 

644 617: 'lab coat, laboratory coat', 

645 618: 'ladle', 

646 619: 'lampshade, lamp shade', 

647 620: 'laptop, laptop computer', 

648 621: 'lawn mower, mower', 

649 622: 'lens cap, lens cover', 

650 623: 'letter opener, paper knife, paperknife', 

651 624: 'library', 

652 625: 'lifeboat', 

653 626: 'lighter, light, igniter, ignitor', 

654 627: 'limousine, limo', 

655 628: 'liner, ocean liner', 

656 629: 'lipstick, lip rouge', 

657 630: 'Loafer', 

658 631: 'lotion', 

659 632: 'loudspeaker, speaker, speaker unit, loudspeaker ' 

660 'system, speaker system', 

661 633: "loupe, jeweler's loupe", 

662 634: 'lumbermill, sawmill', 

663 635: 'magnetic compass', 

664 636: 'mailbag, postbag', 

665 637: 'mailbox, letter box', 

666 638: 'maillot', 

667 639: 'maillot, tank suit', 

668 640: 'manhole cover', 

669 641: 'maraca', 

670 642: 'marimba, xylophone', 

671 643: 'mask', 

672 644: 'matchstick', 

673 645: 'maypole', 

674 646: 'maze, labyrinth', 

675 647: 'measuring cup', 

676 648: 'medicine chest, medicine cabinet', 

677 649: 'megalith, megalithic structure', 

678 650: 'microphone, mike', 

679 651: 'microwave, microwave oven', 

680 652: 'military uniform', 

681 653: 'milk can', 

682 654: 'minibus', 

683 655: 'miniskirt, mini', 

684 656: 'minivan', 

685 657: 'missile', 

686 658: 'mitten', 

687 659: 'mixing bowl', 

688 660: 'mobile home, manufactured home', 

689 661: 'Model T', 

690 662: 'modem', 

691 663: 'monastery', 

692 664: 'monitor', 

693 665: 'moped', 

694 666: 'mortar', 

695 667: 'mortarboard', 

696 668: 'mosque', 

697 669: 'mosquito net', 

698 670: 'motor scooter, scooter', 

699 671: 'mountain bike, all-terrain bike, off-roader', 

700 672: 'mountain tent', 

701 673: 'mouse, computer mouse', 

702 674: 'mousetrap', 

703 675: 'moving van', 

704 676: 'muzzle', 

705 677: 'nail', 

706 678: 'neck brace', 

707 679: 'necklace', 

708 680: 'nipple', 

709 681: 'notebook, notebook computer', 

710 682: 'obelisk', 

711 683: 'oboe, hautboy, hautbois', 

712 684: 'ocarina, sweet potato', 

713 685: 'odometer, hodometer, mileometer, milometer', 

714 686: 'oil filter', 

715 687: 'organ, pipe organ', 

716 688: 'oscilloscope, scope, cathode-ray oscilloscope, CRO', 

717 689: 'overskirt', 

718 690: 'oxcart', 

719 691: 'oxygen mask', 

720 692: 'packet', 

721 693: 'paddle, boat paddle', 

722 694: 'paddlewheel, paddle wheel', 

723 695: 'padlock', 

724 696: 'paintbrush', 

725 697: "pajama, pyjama, pj's, jammies", 

726 698: 'palace', 

727 699: 'panpipe, pandean pipe, syrinx', 

728 700: 'paper towel', 

729 701: 'parachute, chute', 

730 702: 'parallel bars, bars', 

731 703: 'park bench', 

732 704: 'parking meter', 

733 705: 'passenger car, coach, carriage', 

734 706: 'patio, terrace', 

735 707: 'pay-phone, pay-station', 

736 708: 'pedestal, plinth, footstall', 

737 709: 'pencil box, pencil case', 

738 710: 'pencil sharpener', 

739 711: 'perfume, essence', 

740 712: 'Petri dish', 

741 713: 'photocopier', 

742 714: 'pick, plectrum, plectron', 

743 715: 'pickelhaube', 

744 716: 'picket fence, paling', 

745 717: 'pickup, pickup truck', 

746 718: 'pier', 

747 719: 'piggy bank, penny bank', 

748 720: 'pill bottle', 

749 721: 'pillow', 

750 722: 'ping-pong ball', 

751 723: 'pinwheel', 

752 724: 'pirate, pirate ship', 

753 725: 'pitcher, ewer', 

754 726: "plane, carpenter's plane, woodworking plane", 

755 727: 'planetarium', 

756 728: 'plastic bag', 

757 729: 'plate rack', 

758 730: 'plow, plough', 

759 731: "plunger, plumber's helper", 

760 732: 'Polaroid camera, Polaroid Land camera', 

761 733: 'pole', 

762 734: 'police van, police wagon, paddy wagon, patrol wagon, ' 

763 'wagon, black Maria', 

764 735: 'poncho', 

765 736: 'pool table, billiard table, snooker table', 

766 737: 'pop bottle, soda bottle', 

767 738: 'pot, flowerpot', 

768 739: "potter's wheel", 

769 740: 'power drill', 

770 741: 'prayer rug, prayer mat', 

771 742: 'printer', 

772 743: 'prison, prison house', 

773 744: 'projectile, missile', 

774 745: 'projector', 

775 746: 'puck, hockey puck', 

776 747: 'punching bag, punch bag, punching ball, punchball', 

777 748: 'purse', 

778 749: 'quill, quill pen', 

779 750: 'quilt, comforter, comfort, puff', 

780 751: 'racer, race car, racing car', 

781 752: 'racket, racquet', 

782 753: 'radiator', 

783 754: 'radio, wireless', 

784 755: 'radio telescope, radio reflector', 

785 756: 'rain barrel', 

786 757: 'recreational vehicle, RV, R.V.', 

787 758: 'reel', 

788 759: 'reflex camera', 

789 760: 'refrigerator, icebox', 

790 761: 'remote control, remote', 

791 762: 'restaurant, eating house, eating place, eatery', 

792 763: 'revolver, six-gun, six-shooter', 

793 764: 'rifle', 

794 765: 'rocking chair, rocker', 

795 766: 'rotisserie', 

796 767: 'rubber eraser, rubber, pencil eraser', 

797 768: 'rugby ball', 

798 769: 'rule, ruler', 

799 770: 'running shoe', 

800 771: 'safe', 

801 772: 'safety pin', 

802 773: 'saltshaker, salt shaker', 

803 774: 'sandal', 

804 775: 'sarong', 

805 776: 'sax, saxophone', 

806 777: 'scabbard', 

807 778: 'scale, weighing machine', 

808 779: 'school bus', 

809 780: 'schooner', 

810 781: 'scoreboard', 

811 782: 'screen, CRT screen', 

812 783: 'screw', 

813 784: 'screwdriver', 

814 785: 'seat belt, seatbelt', 

815 786: 'sewing machine', 

816 787: 'shield, buckler', 

817 788: 'shoe shop, shoe-shop, shoe store', 

818 789: 'shoji', 

819 790: 'shopping basket', 

820 791: 'shopping cart', 

821 792: 'shovel', 

822 793: 'shower cap', 

823 794: 'shower curtain', 

824 795: 'ski', 

825 796: 'ski mask', 

826 797: 'sleeping bag', 

827 798: 'slide rule, slipstick', 

828 799: 'sliding door', 

829 800: 'slot, one-armed bandit', 

830 801: 'snorkel', 

831 802: 'snowmobile', 

832 803: 'snowplow, snowplough', 

833 804: 'soap dispenser', 

834 805: 'soccer ball', 

835 806: 'sock', 

836 807: 'solar dish, solar collector, solar furnace', 

837 808: 'sombrero', 

838 809: 'soup bowl', 

839 810: 'space bar', 

840 811: 'space heater', 

841 812: 'space shuttle', 

842 813: 'spatula', 

843 814: 'speedboat', 

844 815: "spider web, spider's web", 

845 816: 'spindle', 

846 817: 'sports car, sport car', 

847 818: 'spotlight, spot', 

848 819: 'stage', 

849 820: 'steam locomotive', 

850 821: 'steel arch bridge', 

851 822: 'steel drum', 

852 823: 'stethoscope', 

853 824: 'stole', 

854 825: 'stone wall', 

855 826: 'stopwatch, stop watch', 

856 827: 'stove', 

857 828: 'strainer', 

858 829: 'streetcar, tram, tramcar, trolley, trolley car', 

859 830: 'stretcher', 

860 831: 'studio couch, day bed', 

861 832: 'stupa, tope', 

862 833: 'submarine, pigboat, sub, U-boat', 

863 834: 'suit, suit of clothes', 

864 835: 'sundial', 

865 836: 'sunglass', 

866 837: 'sunglasses, dark glasses, shades', 

867 838: 'sunscreen, sunblock, sun blocker', 

868 839: 'suspension bridge', 

869 840: 'swab, swob, mop', 

870 841: 'sweatshirt', 

871 842: 'swimming trunks, bathing trunks', 

872 843: 'swing', 

873 844: 'switch, electric switch, electrical switch', 

874 845: 'syringe', 

875 846: 'table lamp', 

876 847: 'tank, army tank, armored combat vehicle, armoured combat vehicle', 

877 848: 'tape player', 

878 849: 'teapot', 

879 850: 'teddy, teddy bear', 

880 851: 'television, television system', 

881 852: 'tennis ball', 

882 853: 'thatch, thatched roof', 

883 854: 'theater curtain, theatre curtain', 

884 855: 'thimble', 

885 856: 'thresher, thrasher, threshing machine', 

886 857: 'throne', 

887 858: 'tile roof', 

888 859: 'toaster', 

889 860: 'tobacco shop, tobacconist shop, tobacconist', 

890 861: 'toilet seat', 

891 862: 'torch', 

892 863: 'totem pole', 

893 864: 'tow truck, tow car, wrecker', 

894 865: 'toyshop', 

895 866: 'tractor', 

896 867: 'trailer truck, tractor trailer, trucking rig, rig, ' 

897 'articulated lorry, semi', 

898 868: 'tray', 

899 869: 'trench coat', 

900 870: 'tricycle, trike, velocipede', 

901 871: 'trimaran', 

902 872: 'tripod', 

903 873: 'triumphal arch', 

904 874: 'trolleybus, trolley coach, trackless trolley', 

905 875: 'trombone', 

906 876: 'tub, vat', 

907 877: 'turnstile', 

908 878: 'typewriter keyboard', 

909 879: 'umbrella', 

910 880: 'unicycle, monocycle', 

911 881: 'upright, upright piano', 

912 882: 'vacuum, vacuum cleaner', 

913 883: 'vase', 

914 884: 'vault', 

915 885: 'velvet', 

916 886: 'vending machine', 

917 887: 'vestment', 

918 888: 'viaduct', 

919 889: 'violin, fiddle', 

920 890: 'volleyball', 

921 891: 'waffle iron', 

922 892: 'wall clock', 

923 893: 'wallet, billfold, notecase, pocketbook', 

924 894: 'wardrobe, closet, press', 

925 895: 'warplane, military plane', 

926 896: 'washbasin, handbasin, washbowl, lavabo, wash-hand basin', 

927 897: 'washer, automatic washer, washing machine', 

928 898: 'water bottle', 

929 899: 'water jug', 

930 900: 'water tower', 

931 901: 'whiskey jug', 

932 902: 'whistle', 

933 903: 'wig', 

934 904: 'window screen', 

935 905: 'window shade', 

936 906: 'Windsor tie', 

937 907: 'wine bottle', 

938 908: 'wing', 

939 909: 'wok', 

940 910: 'wooden spoon', 

941 911: 'wool, woolen, woollen', 

942 912: 'worm fence, snake fence, snake-rail fence, Virginia fence', 

943 913: 'wreck', 

944 914: 'yawl', 

945 915: 'yurt', 

946 916: 'web site, website, internet site, site', 

947 917: 'comic book', 

948 918: 'crossword puzzle, crossword', 

949 919: 'street sign', 

950 920: 'traffic light, traffic signal, stoplight', 

951 921: 'book jacket, dust cover, dust jacket, dust wrapper', 

952 922: 'menu', 

953 923: 'plate', 

954 924: 'guacamole', 

955 925: 'consomme', 

956 926: 'hot pot, hotpot', 

957 927: 'trifle', 

958 928: 'ice cream, icecream', 

959 929: 'ice lolly, lolly, lollipop, popsicle', 

960 930: 'French loaf', 

961 931: 'bagel, beigel', 

962 932: 'pretzel', 

963 933: 'cheeseburger', 

964 934: 'hotdog, hot dog, red hot', 

965 935: 'mashed potato', 

966 936: 'head cabbage', 

967 937: 'broccoli', 

968 938: 'cauliflower', 

969 939: 'zucchini, courgette', 

970 940: 'spaghetti squash', 

971 941: 'acorn squash', 

972 942: 'butternut squash', 

973 943: 'cucumber, cuke', 

974 944: 'artichoke, globe artichoke', 

975 945: 'bell pepper', 

976 946: 'cardoon', 

977 947: 'mushroom', 

978 948: 'Granny Smith', 

979 949: 'strawberry', 

980 950: 'orange', 

981 951: 'lemon', 

982 952: 'fig', 

983 953: 'pineapple, ananas', 

984 954: 'banana', 

985 955: 'jackfruit, jak, jack', 

986 956: 'custard apple', 

987 957: 'pomegranate', 

988 958: 'hay', 

989 959: 'carbonara', 

990 960: 'chocolate sauce, chocolate syrup', 

991 961: 'dough', 

992 962: 'meat loaf, meatloaf', 

993 963: 'pizza, pizza pie', 

994 964: 'potpie', 

995 965: 'burrito', 

996 966: 'red wine', 

997 967: 'espresso', 

998 968: 'cup', 

999 969: 'eggnog', 

1000 970: 'alp', 

1001 971: 'bubble', 

1002 972: 'cliff, drop, drop-off', 

1003 973: 'coral reef', 

1004 974: 'geyser', 

1005 975: 'lakeside, lakeshore', 

1006 976: 'promontory, headland, head, foreland', 

1007 977: 'sandbar, sand bar', 

1008 978: 'seashore, coast, seacoast, sea-coast', 

1009 979: 'valley, vale', 

1010 980: 'volcano', 

1011 981: 'ballplayer, baseball player', 

1012 982: 'groom, bridegroom', 

1013 983: 'scuba diver', 

1014 984: 'rapeseed', 

1015 985: 'daisy', 

1016 986: "yellow lady's slipper, yellow lady-slipper, Cypripedium " 

1017 "calceolus, Cypripedium parviflorum", 

1018 987: 'corn', 

1019 988: 'acorn', 

1020 989: 'hip, rose hip, rosehip', 

1021 990: 'buckeye, horse chestnut, conker', 

1022 991: 'coral fungus', 

1023 992: 'agaric', 

1024 993: 'gyromitra', 

1025 994: 'stinkhorn, carrion fungus', 

1026 995: 'earthstar', 

1027 996: 'hen-of-the-woods, hen of the woods, Polyporus frondosus, ' 

1028 'Grifola frondosa', 

1029 997: 'bolete', 

1030 998: 'ear, spike, capitulum', 

1031 999: 'toilet tissue, toilet paper, bathroom tissue'}