ImageNet dataset介绍

匿名 (未验证) 提交于 2019-12-03 00:43:02

ImageNet 是一个计算机视觉系统识别项目, 是目前世界上图像识别最大的数据库。是美国斯坦福的计算机科学家,模拟人类的识别系统建立的。能够从图片识别物体。ImageNet是一个非常有前景的研究项目,未来用在机器人身上,就可以直接辨认物品和人了。超过1400万的图像URL被ImageNet手动注释,以指示图片中的对象;在至少一百万个图像中,还提供了边界框。ImageNet包含2万多个类别; 一个典型的类别,如“气球”或“草莓”,包含数百个图像。

一、下载

直接去数据集挂窝囊,选择下载即可www.image-net.org

注:可以单独下载某类

二、数据集说明

ISLVRC使用的公开数据集是Imagenet的子集,就以2012年ILSVRC分类数据集为例,其中训练集为128167张图片+标签,验证机为50000张图片+标签,用于最终淡粉的测试集为100000张图片(无标签),数据1000个不同的类别。

比赛项目:图像分类(CLS),目标定位(LOC),目标检测(DET),视频目标检测(VID),场景分类

数据类别

 {0: 'tench, Tinca tinca',  1: 'goldfish, Carassius auratus',  2: 'great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias',  3: 'tiger shark, Galeocerdo cuvieri',  4: 'hammerhead, hammerhead shark',  5: 'electric ray, crampfish, numbfish, torpedo',  6: 'stingray',  7: 'cock',  8: 'hen',  9: 'ostrich, Struthio camelus',  10: 'brambling, Fringilla montifringilla',  11: 'goldfinch, Carduelis carduelis',  12: 'house finch, linnet, Carpodacus mexicanus',  13: 'junco, snowbird',  14: 'indigo bunting, indigo finch, indigo bird, Passerina cyanea',  15: 'robin, American robin, Turdus migratorius',  16: 'bulbul',  17: 'jay',  18: 'magpie',  19: 'chickadee',  20: 'water ouzel, dipper',  21: 'kite',  22: 'bald eagle, American eagle, Haliaeetus leucocephalus',  23: 'vulture',  24: 'great grey owl, great gray owl, Strix nebulosa',  25: 'European fire salamander, Salamandra salamandra',  26: 'common newt, Triturus vulgaris',  27: 'eft',  28: 'spotted salamander, Ambystoma maculatum',  29: 'axolotl, mud puppy, Ambystoma mexicanum',  30: 'bullfrog, Rana catesbeiana',  31: 'tree frog, tree-frog',  32: 'tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui',  33: 'loggerhead, loggerhead turtle, Caretta caretta',  34: 'leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea',  35: 'mud turtle',  36: 'terrapin',  37: 'box turtle, box tortoise',  38: 'banded gecko',  39: 'common iguana, iguana, Iguana iguana',  40: 'American chameleon, anole, Anolis carolinensis',  41: 'whiptail, whiptail lizard',  42: 'agama',  43: 'frilled lizard, Chlamydosaurus kingi',  44: 'alligator lizard',  45: 'Gila monster, Heloderma suspectum',  46: 'green lizard, Lacerta viridis',  47: 'African chameleon, Chamaeleo chamaeleon',  48: 'Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis',  49: 'African crocodile, Nile crocodile, Crocodylus niloticus',  50: 'American alligator, Alligator mississipiensis',  51: 'triceratops',  52: 'thunder snake, worm snake, Carphophis amoenus',  53: 'ringneck snake, ring-necked snake, ring snake',  54: 'hognose snake, puff adder, sand viper',  55: 'green snake, grass snake',  56: 'king snake, kingsnake',  57: 'garter snake, grass snake',  58: 'water snake',  59: 'vine snake',  60: 'night snake, Hypsiglena torquata',  61: 'boa constrictor, Constrictor constrictor',  62: 'rock python, rock snake, Python sebae',  63: 'Indian cobra, Naja naja',  64: 'green mamba',  65: 'sea snake',  66: 'horned viper, cerastes, sand viper, horned asp, Cerastes cornutus',  67: 'diamondback, diamondback rattlesnake, Crotalus adamanteus',  68: 'sidewinder, horned rattlesnake, Crotalus cerastes',  69: 'trilobite',  70: 'harvestman, daddy longlegs, Phalangium opilio',  71: 'scorpion',  72: 'black and gold garden spider, Argiope aurantia',  73: 'barn spider, Araneus cavaticus',  74: 'garden spider, Aranea diademata',  75: 'black widow, Latrodectus mactans',  76: 'tarantula',  77: 'wolf spider, hunting spider',  78: 'tick',  79: 'centipede',  80: 'black grouse',  81: 'ptarmigan',  82: 'ruffed grouse, partridge, Bonasa umbellus',  83: 'prairie chicken, prairie grouse, prairie fowl',  84: 'peacock',  85: 'quail',  86: 'partridge',  87: 'African grey, African gray, Psittacus erithacus',  88: 'macaw',  89: 'sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita',  90: 'lorikeet',  91: 'coucal',  92: 'bee eater',  93: 'hornbill',  94: 'hummingbird',  95: 'jacamar',  96: 'toucan',  97: 'drake',  98: 'red-breasted merganser, Mergus serrator',  99: 'goose',  100: 'black swan, Cygnus atratus',  101: 'tusker',  102: 'echidna, spiny anteater, anteater',  103: 'platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus',  104: 'wallaby, brush kangaroo',  105: 'koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus',  106: 'wombat',  107: 'jellyfish',  108: 'sea anemone, anemone',  109: 'brain coral',  110: 'flatworm, platyhelminth',  111: 'nematode, nematode worm, roundworm',  112: 'conch',  113: 'snail',  114: 'slug',  115: 'sea slug, nudibranch',  116: 'chiton, coat-of-mail shell, sea cradle, polyplacophore',  117: 'chambered nautilus, pearly nautilus, nautilus',  118: 'Dungeness crab, Cancer magister',  119: 'rock crab, Cancer irroratus',  120: 'fiddler crab',  121: 'king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica',  122: 'American lobster, Northern lobster, Maine lobster, Homarus americanus',  123: 'spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish',  124: 'crayfish, crawfish, crawdad, crawdaddy',  125: 'hermit crab',  126: 'isopod',  127: 'white stork, Ciconia ciconia',  128: 'black stork, Ciconia nigra',  129: 'spoonbill',  130: 'flamingo',  131: 'little blue heron, Egretta caerulea',  132: 'American egret, great white heron, Egretta albus',  133: 'bittern',  134: 'crane',  135: 'limpkin, Aramus pictus',  136: 'European gallinule, Porphyrio porphyrio',  137: 'American coot, marsh hen, mud hen, water hen, Fulica americana',  138: 'bustard',  139: 'ruddy turnstone, Arenaria interpres',  140: 'red-backed sandpiper, dunlin, Erolia alpina',  141: 'redshank, Tringa totanus',  142: 'dowitcher',  143: 'oystercatcher, oyster catcher',  144: 'pelican',  145: 'king penguin, Aptenodytes patagonica',  146: 'albatross, mollymawk',  147: 'grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus',  148: 'killer whale, killer, orca, grampus, sea wolf, Orcinus orca',  149: 'dugong, Dugong dugon',  150: 'sea lion',  151: 'Chihuahua',  152: 'Japanese spaniel',  153: 'Maltese dog, Maltese terrier, Maltese',  154: 'Pekinese, Pekingese, Peke',  155: 'Shih-Tzu',  156: 'Blenheim spaniel',  157: 'papillon',  158: 'toy terrier',  159: 'Rhodesian ridgeback',  160: 'Afghan hound, Afghan',  161: 'basset, basset hound',  162: 'beagle',  163: 'bloodhound, sleuthhound',  164: 'bluetick',  165: 'black-and-tan coonhound',  166: 'Walker hound, Walker foxhound',  167: 'English foxhound',  168: 'redbone',  169: 'borzoi, Russian wolfhound',  170: 'Irish wolfhound',  171: 'Italian greyhound',  172: 'whippet',  173: 'Ibizan hound, Ibizan Podenco',  174: 'Norwegian elkhound, elkhound',  175: 'otterhound, otter hound',  176: 'Saluki, gazelle hound',  177: 'Scottish deerhound, deerhound',  178: 'Weimaraner',  179: 'Staffordshire bullterrier, Staffordshire bull terrier',  180: 'American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier',  181: 'Bedlington terrier',  182: 'Border terrier',  183: 'Kerry blue terrier',  184: 'Irish terrier',  185: 'Norfolk terrier',  186: 'Norwich terrier',  187: 'Yorkshire terrier',  188: 'wire-haired fox terrier',  189: 'Lakeland terrier',  190: 'Sealyham terrier, Sealyham',  191: 'Airedale, Airedale terrier',  192: 'cairn, cairn terrier',  193: 'Australian terrier',  194: 'Dandie Dinmont, Dandie Dinmont terrier',  195: 'Boston bull, Boston terrier',  196: 'miniature schnauzer',  197: 'giant schnauzer',  198: 'standard schnauzer',  199: 'Scotch terrier, Scottish terrier, Scottie',  200: 'Tibetan terrier, chrysanthemum dog',  201: 'silky terrier, Sydney silky',  202: 'soft-coated wheaten terrier',  203: 'West Highland white terrier',  204: 'Lhasa, Lhasa apso',  205: 'flat-coated retriever',  206: 'curly-coated retriever',  207: 'golden retriever',  208: 'Labrador retriever',  209: 'Chesapeake Bay retriever',  210: 'German short-haired pointer',  211: 'vizsla, Hungarian pointer',  212: 'English setter',  213: 'Irish setter, red setter',  214: 'Gordon setter',  215: 'Brittany spaniel',  216: 'clumber, clumber spaniel',  217: 'English springer, English springer spaniel',  218: 'Welsh springer spaniel',  219: 'cocker spaniel, English cocker spaniel, cocker',  220: 'Sussex spaniel',  221: 'Irish water spaniel',  222: 'kuvasz',  223: 'schipperke',  224: 'groenendael',  225: 'malinois',  226: 'briard',  227: 'kelpie',  228: 'komondor',  229: 'Old English sheepdog, bobtail',  230: 'Shetland sheepdog, Shetland sheep dog, Shetland',  231: 'collie',  232: 'Border collie',  233: 'Bouvier des Flandres, Bouviers des Flandres',  234: 'Rottweiler',  235: 'German shepherd, German shepherd dog, German police dog, alsatian',  236: 'Doberman, Doberman pinscher',  237: 'miniature pinscher',  238: 'Greater Swiss Mountain dog',  239: 'Bernese mountain dog',  240: 'Appenzeller',  241: 'EntleBucher',  242: 'boxer',  243: 'bull mastiff',  244: 'Tibetan mastiff',  245: 'French bulldog',  246: 'Great Dane',  247: 'Saint Bernard, St Bernard',  248: 'Eskimo dog, husky',  249: 'malamute, malemute, Alaskan malamute',  250: 'Siberian husky',  251: 'dalmatian, coach dog, carriage dog',  252: 'affenpinscher, monkey pinscher, monkey dog',  253: 'basenji',  254: 'pug, pug-dog',  255: 'Leonberg',  256: 'Newfoundland, Newfoundland dog',  257: 'Great Pyrenees',  258: 'Samoyed, Samoyede',  259: 'Pomeranian',  260: 'chow, chow chow',  261: 'keeshond',  262: 'Brabancon griffon',  263: 'Pembroke, Pembroke Welsh corgi',  264: 'Cardigan, Cardigan Welsh corgi',  265: 'toy poodle',  266: 'miniature poodle',  267: 'standard poodle',  268: 'Mexican hairless',  269: 'timber wolf, grey wolf, gray wolf, Canis lupus',  270: 'white wolf, Arctic wolf, Canis lupus tundrarum',  271: 'red wolf, maned wolf, Canis rufus, Canis niger',  272: 'coyote, prairie wolf, brush wolf, Canis latrans',  273: 'dingo, warrigal, warragal, Canis dingo',  274: 'dhole, Cuon alpinus',  275: 'African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus',  276: 'hyena, hyaena',  277: 'red fox, Vulpes vulpes',  278: 'kit fox, Vulpes macrotis',  279: 'Arctic fox, white fox, Alopex lagopus',  280: 'grey fox, gray fox, Urocyon cinereoargenteus',  281: 'tabby, tabby cat',  282: 'tiger cat',  283: 'Persian cat',  284: 'Siamese cat, Siamese',  285: 'Egyptian cat',  286: 'cougar, puma, catamount, mountain lion, painter, panther, Felis concolor',  287: 'lynx, catamount',  288: 'leopard, Panthera pardus',  289: 'snow leopard, ounce, Panthera uncia',  290: 'jaguar, panther, Panthera onca, Felis onca',  291: 'lion, king of beasts, Panthera leo',  292: 'tiger, Panthera tigris',  293: 'cheetah, chetah, Acinonyx jubatus',  294: 'brown bear, bruin, Ursus arctos',  295: 'American black bear, black bear, Ursus americanus, Euarctos americanus',  296: 'ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus',  297: 'sloth bear, Melursus ursinus, Ursus ursinus',  298: 'mongoose',  299: 'meerkat, mierkat',  300: 'tiger beetle',  301: 'ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle',  302: 'ground beetle, carabid beetle',  303: 'long-horned beetle, longicorn, longicorn beetle',  304: 'leaf beetle, chrysomelid',  305: 'dung beetle',  306: 'rhinoceros beetle',  307: 'weevil',  308: 'fly',  309: 'bee',  310: 'ant, emmet, pismire',  311: 'grasshopper, hopper',  312: 'cricket',  313: 'walking stick, walkingstick, stick insect',  314: 'cockroach, roach',  315: 'mantis, mantid',  316: 'cicada, cicala',  317: 'leafhopper',  318: 'lacewing, lacewing fly',  319: "dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk",  320: 'damselfly',  321: 'admiral',  322: 'ringlet, ringlet butterfly',  323: 'monarch, monarch butterfly, milkweed butterfly, Danaus plexippus',  324: 'cabbage butterfly',  325: 'sulphur butterfly, sulfur butterfly',  326: 'lycaenid, lycaenid butterfly',  327: 'starfish, sea star',  328: 'sea urchin',  329: 'sea cucumber, holothurian',  330: 'wood rabbit, cottontail, cottontail rabbit',  331: 'hare',  332: 'Angora, Angora rabbit',  333: 'hamster',  334: 'porcupine, hedgehog',  335: 'fox squirrel, eastern fox squirrel, Sciurus niger',  336: 'marmot',  337: 'beaver',  338: 'guinea pig, Cavia cobaya',  339: 'sorrel',  340: 'zebra',  341: 'hog, pig, grunter, squealer, Sus scrofa',  342: 'wild boar, boar, Sus scrofa',  343: 'warthog',  344: 'hippopotamus, hippo, river horse, Hippopotamus amphibius',  345: 'ox',  346: 'water buffalo, water ox, Asiatic buffalo, Bubalus bubalis',  347: 'bison',  348: 'ram, tup',  349: 'bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis',  350: 'ibex, Capra ibex',  351: 'hartebeest',  352: 'impala, Aepyceros melampus',  353: 'gazelle',  354: 'Arabian camel, dromedary, Camelus dromedarius',  355: 'llama',  356: 'weasel',  357: 'mink',  358: 'polecat, fitch, foulmart, foumart, Mustela putorius',  359: 'black-footed ferret, ferret, Mustela nigripes',  360: 'otter',  361: 'skunk, polecat, wood pussy',  362: 'badger',  363: 'armadillo',  364: 'three-toed sloth, ai, Bradypus tridactylus',  365: 'orangutan, orang, orangutang, Pongo pygmaeus',  366: 'gorilla, Gorilla gorilla',  367: 'chimpanzee, chimp, Pan troglodytes',  368: 'gibbon, Hylobates lar',  369: 'siamang, Hylobates syndactylus, Symphalangus syndactylus',  370: 'guenon, guenon monkey',  371: 'patas, hussar monkey, Erythrocebus patas',  372: 'baboon',  373: 'macaque',  374: 'langur',  375: 'colobus, colobus monkey',  376: 'proboscis monkey, Nasalis larvatus',  377: 'marmoset',  378: 'capuchin, ringtail, Cebus capucinus',  379: 'howler monkey, howler',  380: 'titi, titi monkey',  381: 'spider monkey, Ateles geoffroyi',  382: 'squirrel monkey, Saimiri sciureus',  383: 'Madagascar cat, ring-tailed lemur, Lemur catta',  384: 'indri, indris, Indri indri, Indri brevicaudatus',  385: 'Indian elephant, Elephas maximus',  386: 'African elephant, Loxodonta africana',  387: 'lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens',  388: 'giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca',  389: 'barracouta, snoek',  390: 'eel',  391: 'coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch',  392: 'rock beauty, Holocanthus tricolor',  393: 'anemone fish',  394: 'sturgeon',  395: 'gar, garfish, garpike, billfish, Lepisosteus osseus',  396: 'lionfish',  397: 'puffer, pufferfish, blowfish, globefish',  398: 'abacus',  399: 'abaya',  400: "academic gown, academic robe, judge's robe",  401: 'accordion, piano accordion, squeeze box',  402: 'acoustic guitar',  403: 'aircraft carrier, carrier, flattop, attack aircraft carrier',  404: 'airliner',  405: 'airship, dirigible',  406: 'altar',  407: 'ambulance',  408: 'amphibian, amphibious vehicle',  409: 'analog clock',  410: 'apiary, bee house',  411: 'apron',  412: 'ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin',  413: 'assault rifle, assault gun',  414: 'backpack, back pack, knapsack, packsack, rucksack, haversack',  415: 'bakery, bakeshop, bakehouse',  416: 'balance beam, beam',  417: 'balloon',  418: 'ballpoint, ballpoint pen, ballpen, Biro',  419: 'Band Aid',  420: 'banjo',  421: 'bannister, banister, balustrade, balusters, handrail',  422: 'barbell',  423: 'barber chair',  424: 'barbershop',  425: 'barn',  426: 'barometer',  427: 'barrel, cask',  428: 'barrow, garden cart, lawn cart, wheelbarrow',  429: 'baseball',  430: 'basketball',  431: 'bassinet',  432: 'bassoon',  433: 'bathing cap, swimming cap',  434: 'bath towel',  435: 'bathtub, bathing tub, bath, tub',  436: 'beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon',  437: 'beacon, lighthouse, beacon light, pharos',  438: 'beaker',  439: 'bearskin, busby, shako',  440: 'beer bottle',  441: 'beer glass',  442: 'bell cote, bell cot',  443: 'bib',  444: 'bicycle-built-for-two, tandem bicycle, tandem',  445: 'bikini, two-piece',  446: 'binder, ring-binder',  447: 'binoculars, field glasses, opera glasses',  448: 'birdhouse',  449: 'boathouse',  450: 'bobsled, bobsleigh, bob',  451: 'bolo tie, bolo, bola tie, bola',  452: 'bonnet, poke bonnet',  453: 'bookcase',  454: 'bookshop, bookstore, bookstall',  455: 'bottlecap',  456: 'bow',  457: 'bow tie, bow-tie, bowtie',  458: 'brass, memorial tablet, plaque',  459: 'brassiere, bra, bandeau',  460: 'breakwater, groin, groyne, mole, bulwark, seawall, jetty',  461: 'breastplate, aegis, egis',  462: 'broom',  463: 'bucket, pail',  464: 'buckle',  465: 'bulletproof vest',  466: 'bullet train, bullet',  467: 'butcher shop, meat market',  468: 'cab, hack, taxi, taxicab',  469: 'caldron, cauldron',  470: 'candle, taper, wax light',  471: 'cannon',  472: 'canoe',  473: 'can opener, tin opener',  474: 'cardigan',  475: 'car mirror',  476: 'carousel, carrousel, merry-go-round, roundabout, whirligig',  477: "carpenter's kit, tool kit",  478: 'carton',  479: 'car wheel',  480: 'cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM',  481: 'cassette',  482: 'cassette player',  483: 'castle',  484: 'catamaran',  485: 'CD player',  486: 'cello, violoncello',  487: 'cellular telephone, cellular phone, cellphone, cell, mobile phone',  488: 'chain',  489: 'chainlink fence',  490: 'chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour',  491: 'chain saw, chainsaw',  492: 'chest',  493: 'chiffonier, commode',  494: 'chime, bell, gong',  495: 'china cabinet, china closet',  496: 'Christmas stocking',  497: 'church, church building',  498: 'cinema, movie theater, movie theatre, movie house, picture palace',  499: 'cleaver, meat cleaver, chopper',  500: 'cliff dwelling',  501: 'cloak',  502: 'clog, geta, patten, sabot',  503: 'cocktail shaker',  504: 'coffee mug',  505: 'coffeepot',  506: 'coil, spiral, volute, whorl, helix',  507: 'combination lock',  508: 'computer keyboard, keypad',  509: 'confectionery, confectionary, candy store',  510: 'container ship, containership, container vessel',  511: 'convertible',  512: 'corkscrew, bottle screw',  513: 'cornet, horn, trumpet, trump',  514: 'cowboy boot',  515: 'cowboy hat, ten-gallon hat',  516: 'cradle',  517: 'crane',  518: 'crash helmet',  519: 'crate',  520: 'crib, cot',  521: 'Crock Pot',  522: 'croquet ball',  523: 'crutch',  524: 'cuirass',  525: 'dam, dike, dyke',  526: 'desk',  527: 'desktop computer',  528: 'dial telephone, dial phone',  529: 'diaper, nappy, napkin',  530: 'digital clock',  531: 'digital watch',  532: 'dining table, board',  533: 'dishrag, dishcloth',  534: 'dishwasher, dish washer, dishwashing machine',  535: 'disk brake, disc brake',  536: 'dock, dockage, docking facility',  537: 'dogsled, dog sled, dog sleigh',  538: 'dome',  539: 'doormat, welcome mat',  540: 'drilling platform, offshore rig',  541: 'drum, membranophone, tympan',  542: 'drumstick',  543: 'dumbbell',  544: 'Dutch oven',  545: 'electric fan, blower',  546: 'electric guitar',  547: 'electric locomotive',  548: 'entertainment center',  549: 'envelope',  550: 'espresso maker',  551: 'face powder',  552: 'feather boa, boa',  553: 'file, file cabinet, filing cabinet',  554: 'fireboat',  555: 'fire engine, fire truck',  556: 'fire screen, fireguard',  557: 'flagpole, flagstaff',  558: 'flute, transverse flute',  559: 'folding chair',  560: 'football helmet',  561: 'forklift',  562: 'fountain',  563: 'fountain pen',  564: 'four-poster',  565: 'freight car',  566: 'French horn, horn',  567: 'frying pan, frypan, skillet',  568: 'fur coat',  569: 'garbage truck, dustcart',  570: 'gasmask, respirator, gas helmet',  571: 'gas pump, gasoline pump, petrol pump, island dispenser',  572: 'goblet',  573: 'go-kart',  574: 'golf ball',  575: 'golfcart, golf cart',  576: 'gondola',  577: 'gong, tam-tam',  578: 'gown',  579: 'grand piano, grand',  580: 'greenhouse, nursery, glasshouse',  581: 'grille, radiator grille',  582: 'grocery store, grocery, food market, market',  583: 'guillotine',  584: 'hair slide',  585: 'hair spray',  586: 'half track',  587: 'hammer',  588: 'hamper',  589: 'hand blower, blow dryer, blow drier, hair dryer, hair drier',  590: 'hand-held computer, hand-held microcomputer',  591: 'handkerchief, hankie, hanky, hankey',  592: 'hard disc, hard disk, fixed disk',  593: 'harmonica, mouth organ, harp, mouth harp',  594: 'harp',  595: 'harvester, reaper',  596: 'hatchet',  597: 'holster',  598: 'home theater, home theatre',  599: 'honeycomb',  600: 'hook, claw',  601: 'hoopskirt, crinoline',  602: 'horizontal bar, high bar',  603: 'horse cart, horse-cart',  604: 'hourglass',  605: 'iPod',  606: 'iron, smoothing iron',  607: "jack-o'-lantern",  608: 'jean, blue jean, denim',  609: 'jeep, landrover',  610: 'jersey, T-shirt, tee shirt',  611: 'jigsaw puzzle',  612: 'jinrikisha, ricksha, rickshaw',  613: 'joystick',  614: 'kimono',  615: 'knee pad',  616: 'knot',  617: 'lab coat, laboratory coat',  618: 'ladle',  619: 'lampshade, lamp shade',  620: 'laptop, laptop computer',  621: 'lawn mower, mower',  622: 'lens cap, lens cover',  623: 'letter opener, paper knife, paperknife',  624: 'library',  625: 'lifeboat',  626: 'lighter, light, igniter, ignitor',  627: 'limousine, limo',  628: 'liner, ocean liner',  629: 'lipstick, lip rouge',  630: 'Loafer',  631: 'lotion',  632: 'loudspeaker, speaker, speaker unit, loudspeaker system, speaker system',  633: "loupe, jeweler's loupe",  634: 'lumbermill, sawmill',  635: 'magnetic compass',  636: 'mailbag, postbag',  637: 'mailbox, letter box',  638: 'maillot',  639: 'maillot, tank suit',  640: 'manhole cover',  641: 'maraca',  642: 'marimba, xylophone',  643: 'mask',  644: 'matchstick',  645: 'maypole',  646: 'maze, labyrinth',  647: 'measuring cup',  648: 'medicine chest, medicine cabinet',  649: 'megalith, megalithic structure',  650: 'microphone, mike',  651: 'microwave, microwave oven',  652: 'military uniform',  653: 'milk can',  654: 'minibus',  655: 'miniskirt, mini',  656: 'minivan',  657: 'missile',  658: 'mitten',  659: 'mixing bowl',  660: 'mobile home, manufactured home',  661: 'Model T',  662: 'modem',  663: 'monastery',  664: 'monitor',  665: 'moped',  666: 'mortar',  667: 'mortarboard',  668: 'mosque',  669: 'mosquito net',  670: 'motor scooter, scooter',  671: 'mountain bike, all-terrain bike, off-roader',  672: 'mountain tent',  673: 'mouse, computer mouse',  674: 'mousetrap',  675: 'moving van',  676: 'muzzle',  677: 'nail',  678: 'neck brace',  679: 'necklace',  680: 'nipple',  681: 'notebook, notebook computer',  682: 'obelisk',  683: 'oboe, hautboy, hautbois',  684: 'ocarina, sweet potato',  685: 'odometer, hodometer, mileometer, milometer',  686: 'oil filter',  687: 'organ, pipe organ',  688: 'oscilloscope, scope, cathode-ray oscilloscope, CRO',  689: 'overskirt',  690: 'oxcart',  691: 'oxygen mask',  692: 'packet',  693: 'paddle, boat paddle',  694: 'paddlewheel, paddle wheel',  695: 'padlock',  696: 'paintbrush',  697: "pajama, pyjama, pj's, jammies",  698: 'palace',  699: 'panpipe, pandean pipe, syrinx',  700: 'paper towel',  701: 'parachute, chute',  702: 'parallel bars, bars',  703: 'park bench',  704: 'parking meter',  705: 'passenger car, coach, carriage',  706: 'patio, terrace',  707: 'pay-phone, pay-station',  708: 'pedestal, plinth, footstall',  709: 'pencil box, pencil case',  710: 'pencil sharpener',  711: 'perfume, essence',  712: 'Petri dish',  713: 'photocopier',  714: 'pick, plectrum, plectron',  715: 'pickelhaube',  716: 'picket fence, paling',  717: 'pickup, pickup truck',  718: 'pier',  719: 'piggy bank, penny bank',  720: 'pill bottle',  721: 'pillow',  722: 'ping-pong ball',  723: 'pinwheel',  724: 'pirate, pirate ship',  725: 'pitcher, ewer',  726: "plane, carpenter's plane, woodworking plane",  727: 'planetarium',  728: 'plastic bag',  729: 'plate rack',  730: 'plow, plough',  731: "plunger, plumber's helper",  732: 'Polaroid camera, Polaroid Land camera',  733: 'pole',  734: 'police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria',  735: 'poncho',  736: 'pool table, billiard table, snooker table',  737: 'pop bottle, soda bottle',  738: 'pot, flowerpot',  739: "potter's wheel",  740: 'power drill',  741: 'prayer rug, prayer mat',  742: 'printer',  743: 'prison, prison house',  744: 'projectile, missile',  745: 'projector',  746: 'puck, hockey puck',  747: 'punching bag, punch bag, punching ball, punchball',  748: 'purse',  749: 'quill, quill pen',  750: 'quilt, comforter, comfort, puff',  751: 'racer, race car, racing car',  752: 'racket, racquet',  753: 'radiator',  754: 'radio, wireless',  755: 'radio telescope, radio reflector',  756: 'rain barrel',  757: 'recreational vehicle, RV, R.V.',  758: 'reel',  759: 'reflex camera',  760: 'refrigerator, icebox',  761: 'remote control, remote',  762: 'restaurant, eating house, eating place, eatery',  763: 'revolver, six-gun, six-shooter',  764: 'rifle',  765: 'rocking chair, rocker',  766: 'rotisserie',  767: 'rubber eraser, rubber, pencil eraser',  768: 'rugby ball',  769: 'rule, ruler',  770: 'running shoe',  771: 'safe',  772: 'safety pin',  773: 'saltshaker, salt shaker',  774: 'sandal',  775: 'sarong',  776: 'sax, saxophone',  777: 'scabbard',  778: 'scale, weighing machine',  779: 'school bus',  780: 'schooner',  781: 'scoreboard',  782: 'screen, CRT screen',  783: 'screw',  784: 'screwdriver',  785: 'seat belt, seatbelt',  786: 'sewing machine',  787: 'shield, buckler',  788: 'shoe shop, shoe-shop, shoe store',  789: 'shoji',  790: 'shopping basket',  791: 'shopping cart',  792: 'shovel',  793: 'shower cap',  794: 'shower curtain',  795: 'ski',  796: 'ski mask',  797: 'sleeping bag',  798: 'slide rule, slipstick',  799: 'sliding door',  800: 'slot, one-armed bandit',  801: 'snorkel',  802: 'snowmobile',  803: 'snowplow, snowplough',  804: 'soap dispenser',  805: 'soccer ball',  806: 'sock',  807: 'solar dish, solar collector, solar furnace',  808: 'sombrero',  809: 'soup bowl',  810: 'space bar',  811: 'space heater',  812: 'space shuttle',  813: 'spatula',  814: 'speedboat',  815: "spider web, spider's web",  816: 'spindle',  817: 'sports car, sport car',  818: 'spotlight, spot',  819: 'stage',  820: 'steam locomotive',  821: 'steel arch bridge',  822: 'steel drum',  823: 'stethoscope',  824: 'stole',  825: 'stone wall',  826: 'stopwatch, stop watch',  827: 'stove',  828: 'strainer',  829: 'streetcar, tram, tramcar, trolley, trolley car',  830: 'stretcher',  831: 'studio couch, day bed',  832: 'stupa, tope',  833: 'submarine, pigboat, sub, U-boat',  834: 'suit, suit of clothes',  835: 'sundial',  836: 'sunglass',  837: 'sunglasses, dark glasses, shades',  838: 'sunscreen, sunblock, sun blocker',  839: 'suspension bridge',  840: 'swab, swob, mop',  841: 'sweatshirt',  842: 'swimming trunks, bathing trunks',  843: 'swing',  844: 'switch, electric switch, electrical switch',  845: 'syringe',  846: 'table lamp',  847: 'tank, army tank, armored combat vehicle, armoured combat vehicle',  848: 'tape player',  849: 'teapot',  850: 'teddy, teddy bear',  851: 'television, television system',  852: 'tennis ball',  853: 'thatch, thatched roof',  854: 'theater curtain, theatre curtain',  855: 'thimble',  856: 'thresher, thrasher, threshing machine',  857: 'throne',  858: 'tile roof',  859: 'toaster',  860: 'tobacco shop, tobacconist shop, tobacconist',  861: 'toilet seat',  862: 'torch',  863: 'totem pole',  864: 'tow truck, tow car, wrecker',  865: 'toyshop',  866: 'tractor',  867: 'trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi',  868: 'tray',  869: 'trench coat',  870: 'tricycle, trike, velocipede',  871: 'trimaran',  872: 'tripod',  873: 'triumphal arch',  874: 'trolleybus, trolley coach, trackless trolley',  875: 'trombone',  876: 'tub, vat',  877: 'turnstile',  878: 'typewriter keyboard',  879: 'umbrella',  880: 'unicycle, monocycle',  881: 'upright, upright piano',  882: 'vacuum, vacuum cleaner',  883: 'vase',  884: 'vault',  885: 'velvet',  886: 'vending machine',  887: 'vestment',  888: 'viaduct',  889: 'violin, fiddle',  890: 'volleyball',  891: 'waffle iron',  892: 'wall clock',  893: 'wallet, billfold, notecase, pocketbook',  894: 'wardrobe, closet, press',  895: 'warplane, military plane',  896: 'washbasin, handbasin, washbowl, lavabo, wash-hand basin',  897: 'washer, automatic washer, washing machine',  898: 'water bottle',  899: 'water jug',  900: 'water tower',  901: 'whiskey jug',  902: 'whistle',  903: 'wig',  904: 'window screen',  905: 'window shade',  906: 'Windsor tie',  907: 'wine bottle',  908: 'wing',  909: 'wok',  910: 'wooden spoon',  911: 'wool, woolen, woollen',  912: 'worm fence, snake fence, snake-rail fence, Virginia fence',  913: 'wreck',  914: 'yawl',  915: 'yurt',  916: 'web site, website, internet site, site',  917: 'comic book',  918: 'crossword puzzle, crossword',  919: 'street sign',  920: 'traffic light, traffic signal, stoplight',  921: 'book jacket, dust cover, dust jacket, dust wrapper',  922: 'menu',  923: 'plate',  924: 'guacamole',  925: 'consomme',  926: 'hot pot, hotpot',  927: 'trifle',  928: 'ice cream, icecream',  929: 'ice lolly, lolly, lollipop, popsicle',  930: 'French loaf',  931: 'bagel, beigel',  932: 'pretzel',  933: 'cheeseburger',  934: 'hotdog, hot dog, red hot',  935: 'mashed potato',  936: 'head cabbage',  937: 'broccoli',  938: 'cauliflower',  939: 'zucchini, courgette',  940: 'spaghetti squash',  941: 'acorn squash',  942: 'butternut squash',  943: 'cucumber, cuke',  944: 'artichoke, globe artichoke',  945: 'bell pepper',  946: 'cardoon',  947: 'mushroom',  948: 'Granny Smith',  949: 'strawberry',  950: 'orange',  951: 'lemon',  952: 'fig',  953: 'pineapple, ananas',  954: 'banana',  955: 'jackfruit, jak, jack',  956: 'custard apple',  957: 'pomegranate',  958: 'hay',  959: 'carbonara',  960: 'chocolate sauce, chocolate syrup',  961: 'dough',  962: 'meat loaf, meatloaf',  963: 'pizza, pizza pie',  964: 'potpie',  965: 'burrito',  966: 'red wine',  967: 'espresso',  968: 'cup',  969: 'eggnog',  970: 'alp',  971: 'bubble',  972: 'cliff, drop, drop-off',  973: 'coral reef',  974: 'geyser',  975: 'lakeside, lakeshore',  976: 'promontory, headland, head, foreland',  977: 'sandbar, sand bar',  978: 'seashore, coast, seacoast, sea-coast',  979: 'valley, vale',  980: 'volcano',  981: 'ballplayer, baseball player',  982: 'groom, bridegroom',  983: 'scuba diver',  984: 'rapeseed',  985: 'daisy',  986: "yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum",  987: 'corn',  988: 'acorn',  989: 'hip, rose hip, rosehip',  990: 'buckeye, horse chestnut, conker',  991: 'coral fungus',  992: 'agaric',  993: 'gyromitra',  994: 'stinkhorn, carrion fungus',  995: 'earthstar',  996: 'hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa',  997: 'bolete',  998: 'ear, spike, capitulum',  999: 'toilet tissue, toilet paper, bathroom tissue'} 

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