examples/imagenet_d/show_mappings.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from map_files import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Path ./visda_symlinks/ exists, skipping.\n",
      "Path  ./visda_symlinks/clipart/  exists, skipping.\n"
     ]
    }
   ],
   "source": [
    "mapping_vector, matching_names, matching_labels = create_symlinks_and_get_imagenet_visda_mapping('/gpfs01/bethge/data/visda-2019/clipart/', map_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "aircraft_carrier :  [['aircraft carrier, carrier, flattop, attack aircraft carrier'], ['aircraft carrier, carrier, flattop, attack aircraft carrier']]\n",
      "ambulance :  [['ambulance']]\n",
      "ant :  [['ant, emmet, pismire']]\n",
      "backpack :  [['backpack, back pack, knapsack, packsack, rucksack, haversack']]\n",
      "banana :  [['banana']]\n",
      "barn :  [['barn']]\n",
      "baseball :  [['baseball'], ['ballplayer, baseball player']]\n",
      "basket :  [['shopping basket']]\n",
      "basketball :  [['basketball']]\n",
      "bathtub :  [['bathtub, bathing tub, bath, tub']]\n",
      "bear :  [['koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus'], ['brown bear, bruin, Ursus arctos'], ['American black bear, black bear, Ursus americanus, Euarctos americanus'], ['ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus'], ['sloth bear, Melursus ursinus, Ursus ursinus']]\n",
      "bed :  [['studio couch, day bed']]\n",
      "bee :  [['bee']]\n",
      "belt :  [['seat belt, seatbelt']]\n",
      "bench :  [['park bench']]\n",
      "bicycle :  [['bicycle-built-for-two, tandem bicycle, tandem'], ['mountain bike, all-terrain bike, off-roader']]\n",
      "binoculars :  [['binoculars, field glasses, opera glasses']]\n",
      "bird :  [['indigo bunting, indigo finch, indigo bird, Passerina cyanea'], ['black grouse'], ['ptarmigan'], ['ruffed grouse, partridge, Bonasa umbellus'], ['prairie chicken, prairie grouse, prairie fowl'], ['peacock'], ['quail'], ['partridge'], ['African grey, African gray, Psittacus erithacus'], ['macaw'], ['sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita'], ['lorikeet'], ['coucal'], ['bee eater'], ['hornbill'], ['hummingbird'], ['jacamar'], ['toucan'], ['drake'], ['red-breasted merganser, Mergus serrator'], ['goose'], ['black swan, Cygnus atratus'], ['cock'], ['hen'], ['ostrich, Struthio camelus'], ['brambling, Fringilla montifringilla'], ['goldfinch, Carduelis carduelis'], ['house finch, linnet, Carpodacus mexicanus'], ['junco, snowbird'], ['indigo bunting, indigo finch, indigo bird, Passerina cyanea'], ['robin, American robin, Turdus migratorius'], ['bulbul'], ['jay'], ['magpie'], ['chickadee'], ['water ouzel, dipper'], ['kite'], ['bald eagle, American eagle, Haliaeetus leucocephalus'], ['vulture']]\n",
      "book :  [['comic book'], ['book jacket, dust cover, dust jacket, dust wrapper']]\n",
      "bottlecap :  [['bottlecap']]\n",
      "bowtie :  [['bow tie, bow-tie, bowtie']]\n",
      "bridge :  [['steel arch bridge'], ['suspension bridge']]\n",
      "broccoli :  [['broccoli']]\n",
      "broom :  [['broom']]\n",
      "bucket :  [['bucket, pail']]\n",
      "bus :  [['school bus'], ['trolleybus, trolley coach, trackless trolley'], ['minibus']]\n",
      "butterfly :  [['ringlet, ringlet butterfly'], ['monarch, monarch butterfly, milkweed butterfly, Danaus plexippus'], ['cabbage butterfly'], ['sulphur butterfly, sulfur butterfly'], ['lycaenid, lycaenid butterfly'], ['damselfly'], ['admiral']]\n",
      "camel :  [['Arabian camel, dromedary, Camelus dromedarius']]\n",
      "camera :  [['Polaroid camera, Polaroid Land camera'], ['reflex camera']]\n",
      "candle :  [['candle, taper, wax light']]\n",
      "cannon :  [['cannon']]\n",
      "canoe :  [['canoe']]\n",
      "car :  [['beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon'], ['car mirror'], ['freight car'], ['passenger car, coach, carriage'], ['racer, race car, racing car'], ['sports car, sport car'], ['streetcar, tram, tramcar, trolley, trolley car'], ['police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria']]\n",
      "castle :  [['castle']]\n",
      "cat :  [['tabby, tabby cat'], ['tiger cat'], ['Persian cat'], ['Siamese cat, Siamese'], ['Egyptian cat']]\n",
      "cello :  [['cello, violoncello']]\n",
      "chair :  [['barber chair'], ['folding chair'], ['rocking chair, rocker']]\n",
      "church :  [['church, church building']]\n",
      "clock :  [['analog clock'], ['digital clock'], ['wall clock']]\n",
      "compass :  [['magnetic compass']]\n",
      "computer :  [['computer keyboard, keypad'], ['desktop computer'], ['hand-held computer, hand-held microcomputer'], ['laptop, laptop computer'], ['mouse, computer mouse'], ['notebook, notebook computer']]\n",
      "crab :  [['Dungeness crab, Cancer magister'], ['rock crab, Cancer irroratus'], ['fiddler crab'], ['king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica'], ['hermit crab']]\n",
      "crocodile :  [['African crocodile, Nile crocodile, Crocodylus niloticus']]\n",
      "cruise_ship :  [['container ship, containership, container vessel'], ['pirate, pirate ship']]\n",
      "cup :  [['measuring cup'], ['cup']]\n",
      "dishwasher :  [['dishwasher, dish washer, dishwashing machine']]\n",
      "dog :  [['Maltese dog, Maltese terrier, Maltese'], ['Tibetan terrier, chrysanthemum dog'], ['Shetland sheepdog, Shetland sheep dog, Shetland'], ['German shepherd, German shepherd dog, German police dog, alsatian'], ['Greater Swiss Mountain dog'], ['Bernese mountain dog'], ['Eskimo dog, husky'], ['dalmatian, coach dog, carriage dog'], ['affenpinscher, monkey pinscher, monkey dog'], ['pug, pug-dog'], ['Newfoundland, Newfoundland dog'], ['African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus'], ['dogsled, dog sled, dog sleigh'], ['Chihuahua'], ['Japanese spaniel'], ['Maltese dog, Maltese terrier, Maltese'], ['Pekinese, Pekingese, Peke'], ['Shih-Tzu'], ['Blenheim spaniel'], ['papillon'], ['toy terrier'], ['Rhodesian ridgeback'], ['Afghan hound, Afghan'], ['basset, basset hound'], ['beagle'], ['bloodhound, sleuthhound'], ['bluetick'], ['black-and-tan coonhound'], ['Walker hound, Walker foxhound'], ['English foxhound'], ['redbone'], ['borzoi, Russian wolfhound'], ['Irish wolfhound'], ['Italian greyhound'], ['whippet'], ['Ibizan hound, Ibizan Podenco'], ['Norwegian elkhound, elkhound'], ['otterhound, otter hound'], ['Saluki, gazelle hound'], ['Scottish deerhound, deerhound'], ['Weimaraner'], ['Staffordshire bullterrier, Staffordshire bull terrier'], ['American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier'], ['Bedlington terrier'], ['Border terrier'], ['Kerry blue terrier'], ['Irish terrier'], ['Norfolk terrier'], ['Norwich terrier'], ['Yorkshire terrier'], ['wire-haired fox terrier'], ['Lakeland terrier'], ['Sealyham terrier, Sealyham'], ['Airedale, Airedale terrier'], ['cairn, cairn terrier'], ['Australian terrier'], ['Dandie Dinmont, Dandie Dinmont terrier'], ['Boston bull, Boston terrier'], ['miniature schnauzer'], ['giant schnauzer'], ['standard schnauzer'], ['Scotch terrier, Scottish terrier, Scottie'], ['Tibetan terrier, chrysanthemum dog'], ['silky terrier, Sydney silky'], ['soft-coated wheaten terrier'], ['West Highland white terrier'], ['Lhasa, Lhasa apso'], ['flat-coated retriever'], ['curly-coated retriever'], ['golden retriever'], ['Labrador retriever'], ['Chesapeake Bay retriever'], ['German short-haired pointer'], ['vizsla, Hungarian pointer'], ['English setter'], ['Irish setter, red setter'], ['Gordon setter'], ['Brittany spaniel'], ['clumber, clumber spaniel'], ['English springer, English springer spaniel'], ['Welsh springer spaniel'], ['cocker spaniel, English cocker spaniel, cocker'], ['Sussex spaniel'], ['Irish water spaniel'], ['kuvasz'], ['schipperke'], ['groenendael'], ['malinois'], ['briard'], ['kelpie'], ['komondor'], ['Old English sheepdog, bobtail'], ['Shetland sheepdog, Shetland sheep dog, Shetland'], ['collie'], ['Border collie'], ['Bouvier des Flandres, Bouviers des Flandres'], ['Rottweiler'], ['German shepherd, German shepherd dog, German police dog, alsatian'], ['Doberman, Doberman pinscher'], ['miniature pinscher'], ['Greater Swiss Mountain dog'], ['Bernese mountain dog'], ['Appenzeller'], ['EntleBucher'], ['boxer'], ['bull mastiff'], ['Tibetan mastiff'], ['French bulldog'], ['Great Dane'], ['Saint Bernard, St Bernard'], ['Eskimo dog, husky'], ['malamute, malemute, Alaskan malamute'], ['Siberian husky'], ['dalmatian, coach dog, carriage dog'], ['affenpinscher, monkey pinscher, monkey dog'], ['basenji'], ['pug, pug-dog'], ['Leonberg'], ['Newfoundland, Newfoundland dog'], ['Great Pyrenees'], ['Samoyed, Samoyede'], ['Pomeranian'], ['chow, chow chow'], ['keeshond'], ['Brabancon griffon'], ['Pembroke, Pembroke Welsh corgi'], ['Cardigan, Cardigan Welsh corgi'], ['toy poodle'], ['miniature poodle'], ['standard poodle'], ['Mexican hairless']]\n",
      "door :  [['sliding door']]\n",
      "dragon :  [['Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis']]\n",
      "drill :  [['power drill']]\n",
      "duck :  [['platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus']]\n",
      "dumbbell :  [['dumbbell']]\n",
      "ear :  [['ear, spike, capitulum']]\n",
      "elephant :  [['Indian elephant, Elephas maximus'], ['African elephant, Loxodonta africana']]\n",
      "envelope :  [['envelope']]\n",
      "eraser :  [['rubber eraser, rubber, pencil eraser']]\n",
      "fan :  [['electric fan, blower']]\n",
      "feather :  [['feather boa, boa']]\n",
      "fence :  [['chainlink fence'], ['picket fence, paling'], ['worm fence, snake fence, snake-rail fence, Virginia fence']]\n",
      "flamingo :  [['flamingo']]\n",
      "floor_lamp :  [['lampshade, lamp shade'], ['table lamp']]\n",
      "frog :  [['tree frog, tree-frog'], ['tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui'], ['bullfrog, Rana catesbeiana']]\n",
      "frying_pan :  [['frying pan, frypan, skillet'], ['frying pan, frypan, skillet']]\n",
      "golf_club :  [['golf ball'], ['golfcart, golf cart']]\n",
      "guitar :  [['acoustic guitar'], ['electric guitar']]\n",
      "hammer :  [['hammer']]\n",
      "harp :  [['harmonica, mouth organ, harp, mouth harp'], ['harp']]\n",
      "hat :  [['cowboy hat, ten-gallon hat']]\n",
      "hedgehog :  [['porcupine, hedgehog']]\n",
      "helmet :  [['crash helmet'], ['football helmet'], ['gasmask, respirator, gas helmet']]\n",
      "hockey_puck :  [['puck, hockey puck'], ['puck, hockey puck']]\n",
      "horse :  [['horse cart, horse-cart'], ['buckeye, horse chestnut, conker']]\n",
      "hot_air_balloon :  [['balloon']]\n",
      "hot_dog :  [['hot pot, hotpot'], ['hotdog, hot dog, red hot'], ['hotdog, hot dog, red hot']]\n",
      "hourglass :  [['hourglass']]\n",
      "house :  [['apiary, bee house'], ['cinema, movie theater, movie theatre, movie house, picture palace'], ['prison, prison house'], ['restaurant, eating house, eating place, eatery']]\n",
      "ice_cream :  [['ice cream, icecream'], ['ice lolly, lolly, lollipop, popsicle'], ['ice cream, icecream']]\n",
      "kangaroo :  [['wallaby, brush kangaroo']]\n",
      "knee :  [['knee pad']]\n",
      "knife :  [['letter opener, paper knife, paperknife']]\n",
      "lantern :  [[\"jack-o'-lantern\"]]\n",
      "lighter :  [['lighter, light, igniter, ignitor']]\n",
      "lighthouse :  [['beacon, lighthouse, beacon light, pharos']]\n",
      "lion :  [['cougar, puma, catamount, mountain lion, painter, panther, Felis concolor'], ['lion, king of beasts, Panthera leo']]\n",
      "lipstick :  [['lipstick, lip rouge']]\n",
      "lobster :  [['American lobster, Northern lobster, Maine lobster, Homarus americanus'], ['spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish']]\n",
      "mailbox :  [['mailbox, letter box']]\n",
      "microphone :  [['microphone, mike']]\n",
      "microwave :  [['microwave, microwave oven']]\n",
      "monkey :  [['guenon, guenon monkey'], ['patas, hussar monkey, Erythrocebus patas'], ['colobus, colobus monkey'], ['proboscis monkey, Nasalis larvatus'], ['howler monkey, howler'], ['titi, titi monkey'], ['spider monkey, Ateles geoffroyi'], ['squirrel monkey, Saimiri sciureus'], ['orangutan, orang, orangutang, Pongo pygmaeus'], ['gorilla, Gorilla gorilla'], ['chimpanzee, chimp, Pan troglodytes'], ['gibbon, Hylobates lar'], ['siamang, Hylobates syndactylus, Symphalangus syndactylus'], ['guenon, guenon monkey'], ['patas, hussar monkey, Erythrocebus patas'], ['baboon'], ['macaque'], ['langur'], ['colobus, colobus monkey'], ['proboscis monkey, Nasalis larvatus'], ['marmoset'], ['capuchin, ringtail, Cebus capucinus'], ['howler monkey, howler'], ['titi, titi monkey'], ['spider monkey, Ateles geoffroyi'], ['squirrel monkey, Saimiri sciureus'], ['Madagascar cat, ring-tailed lemur, Lemur catta'], ['indri, indris, Indri indri, Indri brevicaudatus']]\n",
      "mosquito :  [[\"dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk\"], ['mosquito net'], ['lacewing, lacewing fly'], [\"dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk\"]]\n",
      "mushroom :  [['mushroom']]\n",
      "nail :  [['nail']]\n",
      "necklace :  [['necklace']]\n",
      "ocean :  [['liner, ocean liner']]\n",
      "oven :  [['Dutch oven']]\n",
      "owl :  [['great grey owl, great gray owl, Strix nebulosa']]\n",
      "paintbrush :  [['paintbrush']]\n",
      "panda :  [['lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens'], ['giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca']]\n",
      "parachute :  [['parachute, chute']]\n",
      "penguin :  [['king penguin, Aptenodytes patagonica']]\n",
      "piano :  [['grand piano, grand'], ['upright, upright piano']]\n",
      "pig :  [['hog, pig, grunter, squealer, Sus scrofa'], ['wild boar, boar, Sus scrofa'], ['warthog'], ['piggy bank, penny bank']]\n",
      "pillow :  [['pillow']]\n",
      "pineapple :  [['pineapple, ananas']]\n",
      "pizza :  [['pizza, pizza pie']]\n",
      "potato :  [['ocarina, sweet potato'], ['mashed potato']]\n",
      "purse :  [['purse']]\n",
      "rabbit :  [['wood rabbit, cottontail, cottontail rabbit'], ['Angora, Angora rabbit'], ['hare']]\n",
      "radio :  [['radio, wireless'], ['radio telescope, radio reflector']]\n",
      "remote_control :  [['remote control, remote'], ['remote control, remote']]\n",
      "rifle :  [['assault rifle, assault gun'], ['rifle']]\n",
      "saw :  [['chain saw, chainsaw']]\n",
      "saxophone :  [['sax, saxophone']]\n",
      "scorpion :  [['scorpion']]\n",
      "screwdriver :  [['screwdriver']]\n",
      "sea_turtle :  [['loggerhead, loggerhead turtle, Caretta caretta'], ['leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea'], ['mud turtle'], ['box turtle, box tortoise'], ['terrapin']]\n",
      "shark :  [['great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias'], ['tiger shark, Galeocerdo cuvieri'], ['hammerhead, hammerhead shark']]\n",
      "sheep :  [['bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis']]\n",
      "shoe :  [['running shoe'], ['shoe shop, shoe-shop, shoe store']]\n",
      "shovel :  [['shovel']]\n",
      "sleeping_bag :  [['sleeping bag'], ['sleeping bag']]\n",
      "snail :  [['snail']]\n",
      "snake :  [['thunder snake, worm snake, Carphophis amoenus'], ['ringneck snake, ring-necked snake, ring snake'], ['hognose snake, puff adder, sand viper'], ['green snake, grass snake'], ['king snake, kingsnake'], ['garter snake, grass snake'], ['water snake'], ['vine snake'], ['night snake, Hypsiglena torquata'], ['rock python, rock snake, Python sebae'], ['sea snake'], ['thunder snake, worm snake, Carphophis amoenus'], ['ringneck snake, ring-necked snake, ring snake'], ['hognose snake, puff adder, sand viper'], ['green snake, grass snake'], ['king snake, kingsnake'], ['garter snake, grass snake'], ['water snake'], ['vine snake'], ['night snake, Hypsiglena torquata'], ['boa constrictor, Constrictor constrictor'], ['rock python, rock snake, Python sebae'], ['Indian cobra, Naja naja'], ['green mamba'], ['sea snake'], ['horned viper, cerastes, sand viper, horned asp, Cerastes cornutus'], ['diamondback, diamondback rattlesnake, Crotalus adamanteus'], ['sidewinder, horned rattlesnake, Crotalus cerastes']]\n",
      "snorkel :  [['snorkel']]\n",
      "soccer_ball :  [['soccer ball']]\n",
      "sock :  [['sock']]\n",
      "speedboat :  [['speedboat']]\n",
      "spider :  [['black and gold garden spider, Argiope aurantia'], ['barn spider, Araneus cavaticus'], ['garden spider, Aranea diademata'], ['wolf spider, hunting spider'], [\"spider web, spider's web\"], ['black and gold garden spider, Argiope aurantia'], ['barn spider, Araneus cavaticus'], ['garden spider, Aranea diademata'], ['black widow, Latrodectus mactans'], ['tarantula'], ['wolf spider, hunting spider'], ['tick'], ['harvestman, daddy longlegs, Phalangium opilio']]\n",
      "spoon :  [['wooden spoon']]\n",
      "squirrel :  [['fox squirrel, eastern fox squirrel, Sciurus niger']]\n",
      "stethoscope :  [['stethoscope']]\n",
      "stop_sign :  [['street sign']]\n",
      "stove :  [['stove']]\n",
      "strawberry :  [['strawberry']]\n",
      "submarine :  [['submarine, pigboat, sub, U-boat']]\n",
      "swing_set :  [['swing']]\n",
      "syringe :  [['syringe']]\n",
      "table :  [['dining table, board'], ['pool table, billiard table, snooker table']]\n",
      "teapot :  [['teapot']]\n",
      "telephone :  [['cellular telephone, cellular phone, cellphone, cell, mobile phone'], ['dial telephone, dial phone']]\n",
      "television :  [['television, television system']]\n",
      "tennis_racquet :  [['tennis ball'], ['racket, racquet']]\n",
      "tent :  [['mountain tent']]\n",
      "tiger :  [['tiger, Panthera tigris']]\n",
      "toaster :  [['toaster']]\n",
      "toilet :  [['toilet seat'], ['toilet tissue, toilet paper, bathroom tissue']]\n",
      "tractor :  [['tractor']]\n",
      "traffic_light :  [['traffic light, traffic signal, stoplight'], ['traffic light, traffic signal, stoplight']]\n",
      "train :  [['bullet train, bullet']]\n",
      "trombone :  [['trombone']]\n",
      "truck :  [['fire engine, fire truck'], ['garbage truck, dustcart'], ['pickup, pickup truck'], ['tow truck, tow car, wrecker'], ['trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi']]\n",
      "trumpet :  [['cornet, horn, trumpet, trump']]\n",
      "umbrella :  [['umbrella']]\n",
      "vase :  [['vase']]\n",
      "violin :  [['violin, fiddle']]\n",
      "washing_machine :  [['washer, automatic washer, washing machine'], ['washer, automatic washer, washing machine']]\n",
      "whale :  [['grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus'], ['killer whale, killer, orca, grampus, sea wolf, Orcinus orca'], ['dugong, Dugong dugon']]\n",
      "wheel :  [['car wheel'], ['paddlewheel, paddle wheel'], [\"potter's wheel\"]]\n",
      "wine_bottle :  [['wine bottle'], ['red wine'], ['beer bottle'], ['corkscrew, bottle screw'], ['pill bottle'], ['pop bottle, soda bottle'], ['water bottle'], ['wine bottle']]\n",
      "zebra :  [['zebra']]\n",
      "airplane :  [['warplane, military plane'], ['airliner'], ['airship, dirigible']]\n",
      "t-shirt :  ['jersey, T-shirt, tee shirt']\n",
      "teddy-bear :  ['teddy, teddy bear']\n"
     ]
    }
   ],
   "source": [
    "# Structure: DICT:\n",
    "# Visda class maps to list of ImageNet clases\n",
    "\n",
    "for key in matching_names:\n",
    "    print(key, ': ', matching_names[key])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 The_Eiffel_Tower\n",
      "1 The_Great_Wall_of_China\n",
      "2 The_Mona_Lisa\n",
      "7 angel\n",
      "8 animal_migration\n",
      "10 anvil\n",
      "11 apple\n",
      "12 arm\n",
      "13 asparagus\n",
      "14 axe\n",
      "17 bandage\n",
      "23 bat\n",
      "25 beach\n",
      "27 beard\n",
      "35 birthday_cake\n",
      "36 blackberry\n",
      "37 blueberry\n",
      "39 boomerang\n",
      "42 bracelet\n",
      "43 brain\n",
      "44 bread\n",
      "49 bulldozer\n",
      "51 bush\n",
      "53 cactus\n",
      "54 cake\n",
      "55 calculator\n",
      "56 calendar\n",
      "59 camouflage\n",
      "60 campfire\n",
      "65 carrot\n",
      "68 ceiling_fan\n",
      "69 cell_phone\n",
      "72 chandelier\n",
      "74 circle\n",
      "75 clarinet\n",
      "77 cloud\n",
      "81 cookie\n",
      "82 cooler\n",
      "84 cow\n",
      "86 crayon\n",
      "88 crown\n",
      "91 diamond\n",
      "93 diving_board\n",
      "95 dolphin\n",
      "96 donut\n",
      "99 dresser\n",
      "101 drums\n",
      "105 elbow\n",
      "109 eye\n",
      "110 eyeglasses\n",
      "111 face\n",
      "115 finger\n",
      "116 fire_hydrant\n",
      "117 fireplace\n",
      "119 fish\n",
      "121 flashlight\n",
      "122 flip_flops\n",
      "124 flower\n",
      "125 flying_saucer\n",
      "126 foot\n",
      "127 fork\n",
      "130 garden\n",
      "131 garden_hose\n",
      "132 giraffe\n",
      "133 goatee\n",
      "135 grapes\n",
      "136 grass\n",
      "138 hamburger\n",
      "140 hand\n",
      "143 headphones\n",
      "145 helicopter\n",
      "147 hexagon\n",
      "149 hockey_stick\n",
      "151 hospital\n",
      "154 hot_tub\n",
      "157 house_plant\n",
      "158 hurricane\n",
      "160 jacket\n",
      "161 jail\n",
      "163 key\n",
      "167 ladder\n",
      "170 leaf\n",
      "171 leg\n",
      "172 light_bulb\n",
      "175 lightning\n",
      "176 line\n",
      "182 map\n",
      "183 marker\n",
      "184 matches\n",
      "185 megaphone\n",
      "186 mermaid\n",
      "190 moon\n",
      "192 motorbike\n",
      "193 mountain\n",
      "194 mouse\n",
      "195 moustache\n",
      "196 mouth\n",
      "201 nose\n",
      "203 octagon\n",
      "204 octopus\n",
      "205 onion\n",
      "208 paint_can\n",
      "210 palm_tree\n",
      "212 pants\n",
      "213 paper_clip\n",
      "215 parrot\n",
      "216 passport\n",
      "217 peanut\n",
      "218 pear\n",
      "219 peas\n",
      "220 pencil\n",
      "224 picture_frame\n",
      "229 pliers\n",
      "231 pond\n",
      "232 pool\n",
      "234 postcard\n",
      "236 power_outlet\n",
      "239 raccoon\n",
      "241 rain\n",
      "242 rainbow\n",
      "243 rake\n",
      "245 rhinoceros\n",
      "247 river\n",
      "248 roller_coaster\n",
      "249 rollerskates\n",
      "250 sailboat\n",
      "251 sandwich\n",
      "255 scissors\n",
      "259 see_saw\n",
      "263 shorts\n",
      "265 sink\n",
      "266 skateboard\n",
      "267 skull\n",
      "268 skyscraper\n",
      "270 smiley_face\n",
      "274 snowflake\n",
      "275 snowman\n",
      "281 spreadsheet\n",
      "282 square\n",
      "283 squiggle\n",
      "285 stairs\n",
      "286 star\n",
      "287 steak\n",
      "288 stereo\n",
      "290 stitches\n",
      "294 streetlight\n",
      "295 string_bean\n",
      "297 suitcase\n",
      "298 sun\n",
      "300 sweater\n",
      "302 sword\n",
      "314 toe\n",
      "316 tooth\n",
      "317 toothbrush\n",
      "318 toothpaste\n",
      "319 tornado\n",
      "323 tree\n",
      "324 triangle\n",
      "329 underwear\n",
      "334 watermelon\n",
      "335 waterslide\n",
      "338 windmill\n",
      "340 wine_glass\n",
      "341 wristwatch\n",
      "342 yoga\n",
      "344 zigzag\n"
     ]
    }
   ],
   "source": [
    "# These Visda classes can not be mapped to any ImageNet class: # remove ambiguous classes as well, since they are covered\n",
    "\n",
    "ambiguous_classes = ['alarm_clock', 'baseball_bat', 'couch', 'police_car', 'coffee_cup', 'mug',  'keyboard', 'laptop', 'lollipop', 'popsicle', 'school_bus', \n",
    "                     'pickup_truck', 'firetruck', 'van', 'swan', 'bathtub', 'telephone', 'fan']\n",
    "\n",
    "\n",
    "visda = os.listdir(\"/gpfs01/bethge/data/visda-2019/clipart/\")\n",
    "for i, item in enumerate(sorted(visda)):\n",
    "    if item not in matching_names.keys():\n",
    "        if item not in ambiguous_classes:\n",
    "            print(i, item)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 tench, Tinca tinca\n",
      "1 goldfish, Carassius auratus\n",
      "5 electric ray, crampfish, numbfish, torpedo\n",
      "6 stingray\n",
      "25 European fire salamander, Salamandra salamandra\n",
      "26 common newt, Triturus vulgaris\n",
      "27 eft\n",
      "28 spotted salamander, Ambystoma maculatum\n",
      "29 axolotl, mud puppy, Ambystoma mexicanum\n",
      "38 banded gecko\n",
      "39 common iguana, iguana, Iguana iguana\n",
      "40 American chameleon, anole, Anolis carolinensis\n",
      "41 whiptail, whiptail lizard\n",
      "42 agama\n",
      "43 frilled lizard, Chlamydosaurus kingi\n",
      "44 alligator lizard\n",
      "45 Gila monster, Heloderma suspectum\n",
      "46 green lizard, Lacerta viridis\n",
      "47 African chameleon, Chamaeleo chamaeleon\n",
      "50 American alligator, Alligator mississipiensis\n",
      "51 triceratops\n",
      "69 trilobite\n",
      "79 centipede\n",
      "101 tusker\n",
      "102 echidna, spiny anteater, anteater\n",
      "106 wombat\n",
      "107 jellyfish\n",
      "108 sea anemone, anemone\n",
      "109 brain coral\n",
      "110 flatworm, platyhelminth\n",
      "111 nematode, nematode worm, roundworm\n",
      "112 conch\n",
      "114 slug\n",
      "115 sea slug, nudibranch\n",
      "116 chiton, coat-of-mail shell, sea cradle, polyplacophore\n",
      "117 chambered nautilus, pearly nautilus, nautilus\n",
      "124 crayfish, crawfish, crawdad, crawdaddy\n",
      "126 isopod\n",
      "127 white stork, Ciconia ciconia\n",
      "128 black stork, Ciconia nigra\n",
      "129 spoonbill\n",
      "131 little blue heron, Egretta caerulea\n",
      "132 American egret, great white heron, Egretta albus\n",
      "133 bittern\n",
      "134 crane\n",
      "135 limpkin, Aramus pictus\n",
      "136 European gallinule, Porphyrio porphyrio\n",
      "137 American coot, marsh hen, mud hen, water hen, Fulica americana\n",
      "138 bustard\n",
      "139 ruddy turnstone, Arenaria interpres\n",
      "140 red-backed sandpiper, dunlin, Erolia alpina\n",
      "141 redshank, Tringa totanus\n",
      "142 dowitcher\n",
      "143 oystercatcher, oyster catcher\n",
      "144 pelican\n",
      "146 albatross, mollymawk\n",
      "150 sea lion\n",
      "269 timber wolf, grey wolf, gray wolf, Canis lupus\n",
      "270 white wolf, Arctic wolf, Canis lupus tundrarum\n",
      "271 red wolf, maned wolf, Canis rufus, Canis niger\n",
      "272 coyote, prairie wolf, brush wolf, Canis latrans\n",
      "273 dingo, warrigal, warragal, Canis dingo\n",
      "274 dhole, Cuon alpinus\n",
      "276 hyena, hyaena\n",
      "277 red fox, Vulpes vulpes\n",
      "278 kit fox, Vulpes macrotis\n",
      "279 Arctic fox, white fox, Alopex lagopus\n",
      "280 grey fox, gray fox, Urocyon cinereoargenteus\n",
      "287 lynx, catamount\n",
      "288 leopard, Panthera pardus\n",
      "289 snow leopard, ounce, Panthera uncia\n",
      "290 jaguar, panther, Panthera onca, Felis onca\n",
      "293 cheetah, chetah, Acinonyx jubatus\n",
      "298 mongoose\n",
      "299 meerkat, mierkat\n",
      "300 tiger beetle\n",
      "301 ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle\n",
      "302 ground beetle, carabid beetle\n",
      "303 long-horned beetle, longicorn, longicorn beetle\n",
      "304 leaf beetle, chrysomelid\n",
      "305 dung beetle\n",
      "306 rhinoceros beetle\n",
      "307 weevil\n",
      "308 fly\n",
      "311 grasshopper, hopper\n",
      "312 cricket\n",
      "313 walking stick, walkingstick, stick insect\n",
      "314 cockroach, roach\n",
      "315 mantis, mantid\n",
      "316 cicada, cicala\n",
      "317 leafhopper\n",
      "327 starfish, sea star\n",
      "328 sea urchin\n",
      "329 sea cucumber, holothurian\n",
      "333 hamster\n",
      "336 marmot\n",
      "337 beaver\n",
      "338 guinea pig, Cavia cobaya\n",
      "339 sorrel\n",
      "344 hippopotamus, hippo, river horse, Hippopotamus amphibius\n",
      "345 ox\n",
      "346 water buffalo, water ox, Asiatic buffalo, Bubalus bubalis\n",
      "347 bison\n",
      "348 ram, tup\n",
      "350 ibex, Capra ibex\n",
      "351 hartebeest\n",
      "352 impala, Aepyceros melampus\n",
      "353 gazelle\n",
      "355 llama\n",
      "356 weasel\n",
      "357 mink\n",
      "358 polecat, fitch, foulmart, foumart, Mustela putorius\n",
      "359 black-footed ferret, ferret, Mustela nigripes\n",
      "360 otter\n",
      "361 skunk, polecat, wood pussy\n",
      "362 badger\n",
      "363 armadillo\n",
      "364 three-toed sloth, ai, Bradypus tridactylus\n",
      "389 barracouta, snoek\n",
      "390 eel\n",
      "391 coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch\n",
      "392 rock beauty, Holocanthus tricolor\n",
      "393 anemone fish\n",
      "394 sturgeon\n",
      "395 gar, garfish, garpike, billfish, Lepisosteus osseus\n",
      "396 lionfish\n",
      "397 puffer, pufferfish, blowfish, globefish\n",
      "398 abacus\n",
      "399 abaya\n",
      "400 academic gown, academic robe, judge's robe\n",
      "401 accordion, piano accordion, squeeze box\n",
      "406 altar\n",
      "408 amphibian, amphibious vehicle\n",
      "411 apron\n",
      "412 ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin\n",
      "415 bakery, bakeshop, bakehouse\n",
      "416 balance beam, beam\n",
      "418 ballpoint, ballpoint pen, ballpen, Biro\n",
      "419 Band Aid\n",
      "420 banjo\n",
      "421 bannister, banister, balustrade, balusters, handrail\n",
      "422 barbell\n",
      "424 barbershop\n",
      "426 barometer\n",
      "427 barrel, cask\n",
      "428 barrow, garden cart, lawn cart, wheelbarrow\n",
      "431 bassinet\n",
      "432 bassoon\n",
      "433 bathing cap, swimming cap\n",
      "434 bath towel\n",
      "438 beaker\n",
      "439 bearskin, busby, shako\n",
      "441 beer glass\n",
      "442 bell cote, bell cot\n",
      "443 bib\n",
      "445 bikini, two-piece\n",
      "446 binder, ring-binder\n",
      "448 birdhouse\n",
      "449 boathouse\n",
      "450 bobsled, bobsleigh, bob\n",
      "451 bolo tie, bolo, bola tie, bola\n",
      "452 bonnet, poke bonnet\n",
      "453 bookcase\n",
      "454 bookshop, bookstore, bookstall\n",
      "456 bow\n",
      "458 brass, memorial tablet, plaque\n",
      "459 brassiere, bra, bandeau\n",
      "460 breakwater, groin, groyne, mole, bulwark, seawall, jetty\n",
      "461 breastplate, aegis, egis\n",
      "464 buckle\n",
      "465 bulletproof vest\n",
      "467 butcher shop, meat market\n",
      "468 cab, hack, taxi, taxicab\n",
      "469 caldron, cauldron\n",
      "473 can opener, tin opener\n",
      "474 cardigan\n",
      "476 carousel, carrousel, merry-go-round, roundabout, whirligig\n",
      "477 carpenter's kit, tool kit\n",
      "478 carton\n",
      "480 cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM\n",
      "481 cassette\n",
      "482 cassette player\n",
      "484 catamaran\n",
      "485 CD player\n",
      "488 chain\n",
      "490 chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour\n",
      "492 chest\n",
      "493 chiffonier, commode\n",
      "494 chime, bell, gong\n",
      "495 china cabinet, china closet\n",
      "496 Christmas stocking\n",
      "499 cleaver, meat cleaver, chopper\n",
      "500 cliff dwelling\n",
      "501 cloak\n",
      "502 clog, geta, patten, sabot\n",
      "503 cocktail shaker\n",
      "504 coffee mug\n",
      "505 coffeepot\n",
      "506 coil, spiral, volute, whorl, helix\n",
      "507 combination lock\n",
      "509 confectionery, confectionary, candy store\n",
      "511 convertible\n",
      "514 cowboy boot\n",
      "516 cradle\n",
      "517 crane\n",
      "519 crate\n",
      "520 crib, cot\n",
      "521 Crock Pot\n",
      "522 croquet ball\n",
      "523 crutch\n",
      "524 cuirass\n",
      "525 dam, dike, dyke\n",
      "526 desk\n",
      "529 diaper, nappy, napkin\n",
      "531 digital watch\n",
      "533 dishrag, dishcloth\n",
      "535 disk brake, disc brake\n",
      "536 dock, dockage, docking facility\n",
      "538 dome\n",
      "539 doormat, welcome mat\n",
      "540 drilling platform, offshore rig\n",
      "541 drum, membranophone, tympan\n",
      "542 drumstick\n",
      "547 electric locomotive\n",
      "548 entertainment center\n",
      "550 espresso maker\n",
      "551 face powder\n",
      "553 file, file cabinet, filing cabinet\n",
      "554 fireboat\n",
      "556 fire screen, fireguard\n",
      "557 flagpole, flagstaff\n",
      "558 flute, transverse flute\n",
      "561 forklift\n",
      "562 fountain\n",
      "563 fountain pen\n",
      "564 four-poster\n",
      "566 French horn, horn\n",
      "568 fur coat\n",
      "571 gas pump, gasoline pump, petrol pump, island dispenser\n",
      "572 goblet\n",
      "573 go-kart\n",
      "576 gondola\n",
      "577 gong, tam-tam\n",
      "578 gown\n",
      "580 greenhouse, nursery, glasshouse\n",
      "581 grille, radiator grille\n",
      "582 grocery store, grocery, food market, market\n",
      "583 guillotine\n",
      "584 hair slide\n",
      "585 hair spray\n",
      "586 half track\n",
      "588 hamper\n",
      "589 hand blower, blow dryer, blow drier, hair dryer, hair drier\n",
      "591 handkerchief, hankie, hanky, hankey\n",
      "592 hard disc, hard disk, fixed disk\n",
      "595 harvester, reaper\n",
      "596 hatchet\n",
      "597 holster\n",
      "598 home theater, home theatre\n",
      "599 honeycomb\n",
      "600 hook, claw\n",
      "601 hoopskirt, crinoline\n",
      "602 horizontal bar, high bar\n",
      "605 iPod\n",
      "606 iron, smoothing iron\n",
      "608 jean, blue jean, denim\n",
      "609 jeep, landrover\n",
      "611 jigsaw puzzle\n",
      "612 jinrikisha, ricksha, rickshaw\n",
      "613 joystick\n",
      "614 kimono\n",
      "616 knot\n",
      "617 lab coat, laboratory coat\n",
      "618 ladle\n",
      "621 lawn mower, mower\n",
      "622 lens cap, lens cover\n",
      "624 library\n",
      "625 lifeboat\n",
      "627 limousine, limo\n",
      "630 Loafer\n",
      "631 lotion\n",
      "632 loudspeaker, speaker, speaker unit, loudspeaker system, speaker system\n",
      "633 loupe, jeweler's loupe\n",
      "634 lumbermill, sawmill\n",
      "636 mailbag, postbag\n",
      "638 maillot\n",
      "639 maillot, tank suit\n",
      "640 manhole cover\n",
      "641 maraca\n",
      "642 marimba, xylophone\n",
      "643 mask\n",
      "644 matchstick\n",
      "645 maypole\n",
      "646 maze, labyrinth\n",
      "648 medicine chest, medicine cabinet\n",
      "649 megalith, megalithic structure\n",
      "652 military uniform\n",
      "653 milk can\n",
      "655 miniskirt, mini\n",
      "656 minivan\n",
      "657 missile\n",
      "658 mitten\n",
      "659 mixing bowl\n",
      "660 mobile home, manufactured home\n",
      "661 Model T\n",
      "662 modem\n",
      "663 monastery\n",
      "664 monitor\n",
      "665 moped\n",
      "666 mortar\n",
      "667 mortarboard\n",
      "668 mosque\n",
      "670 motor scooter, scooter\n",
      "674 mousetrap\n",
      "675 moving van\n",
      "676 muzzle\n",
      "678 neck brace\n",
      "680 nipple\n",
      "682 obelisk\n",
      "683 oboe, hautboy, hautbois\n",
      "685 odometer, hodometer, mileometer, milometer\n",
      "686 oil filter\n",
      "687 organ, pipe organ\n",
      "688 oscilloscope, scope, cathode-ray oscilloscope, CRO\n",
      "689 overskirt\n",
      "690 oxcart\n",
      "691 oxygen mask\n",
      "692 packet\n",
      "693 paddle, boat paddle\n",
      "695 padlock\n",
      "697 pajama, pyjama, pj's, jammies\n",
      "698 palace\n",
      "699 panpipe, pandean pipe, syrinx\n",
      "700 paper towel\n",
      "702 parallel bars, bars\n",
      "704 parking meter\n",
      "706 patio, terrace\n",
      "707 pay-phone, pay-station\n",
      "708 pedestal, plinth, footstall\n",
      "709 pencil box, pencil case\n",
      "710 pencil sharpener\n",
      "711 perfume, essence\n",
      "712 Petri dish\n",
      "713 photocopier\n",
      "714 pick, plectrum, plectron\n",
      "715 pickelhaube\n",
      "718 pier\n",
      "722 ping-pong ball\n",
      "723 pinwheel\n",
      "725 pitcher, ewer\n",
      "726 plane, carpenter's plane, woodworking plane\n",
      "727 planetarium\n",
      "728 plastic bag\n",
      "729 plate rack\n",
      "730 plow, plough\n",
      "731 plunger, plumber's helper\n",
      "733 pole\n",
      "735 poncho\n",
      "738 pot, flowerpot\n",
      "741 prayer rug, prayer mat\n",
      "742 printer\n",
      "744 projectile, missile\n",
      "745 projector\n",
      "747 punching bag, punch bag, punching ball, punchball\n",
      "749 quill, quill pen\n",
      "750 quilt, comforter, comfort, puff\n",
      "753 radiator\n",
      "756 rain barrel\n",
      "757 recreational vehicle, RV, R.V.\n",
      "758 reel\n",
      "760 refrigerator, icebox\n",
      "763 revolver, six-gun, six-shooter\n",
      "766 rotisserie\n",
      "768 rugby ball\n",
      "769 rule, ruler\n",
      "771 safe\n",
      "772 safety pin\n",
      "773 saltshaker, salt shaker\n",
      "774 sandal\n",
      "775 sarong\n",
      "777 scabbard\n",
      "778 scale, weighing machine\n",
      "780 schooner\n",
      "781 scoreboard\n",
      "782 screen, CRT screen\n",
      "783 screw\n",
      "786 sewing machine\n",
      "787 shield, buckler\n",
      "789 shoji\n",
      "791 shopping cart\n",
      "793 shower cap\n",
      "794 shower curtain\n",
      "795 ski\n",
      "796 ski mask\n",
      "798 slide rule, slipstick\n",
      "800 slot, one-armed bandit\n",
      "802 snowmobile\n",
      "803 snowplow, snowplough\n",
      "804 soap dispenser\n",
      "807 solar dish, solar collector, solar furnace\n",
      "808 sombrero\n",
      "809 soup bowl\n",
      "810 space bar\n",
      "811 space heater\n",
      "812 space shuttle\n",
      "813 spatula\n",
      "816 spindle\n",
      "818 spotlight, spot\n",
      "819 stage\n",
      "820 steam locomotive\n",
      "822 steel drum\n",
      "824 stole\n",
      "825 stone wall\n",
      "826 stopwatch, stop watch\n",
      "828 strainer\n",
      "830 stretcher\n",
      "832 stupa, tope\n",
      "834 suit, suit of clothes\n",
      "835 sundial\n",
      "836 sunglass\n",
      "837 sunglasses, dark glasses, shades\n",
      "838 sunscreen, sunblock, sun blocker\n",
      "840 swab, swob, mop\n",
      "841 sweatshirt\n",
      "842 swimming trunks, bathing trunks\n",
      "844 switch, electric switch, electrical switch\n",
      "847 tank, army tank, armored combat vehicle, armoured combat vehicle\n",
      "848 tape player\n",
      "853 thatch, thatched roof\n",
      "854 theater curtain, theatre curtain\n",
      "855 thimble\n",
      "856 thresher, thrasher, threshing machine\n",
      "857 throne\n",
      "858 tile roof\n",
      "860 tobacco shop, tobacconist shop, tobacconist\n",
      "862 torch\n",
      "863 totem pole\n",
      "865 toyshop\n",
      "868 tray\n",
      "869 trench coat\n",
      "870 tricycle, trike, velocipede\n",
      "871 trimaran\n",
      "872 tripod\n",
      "873 triumphal arch\n",
      "876 tub, vat\n",
      "877 turnstile\n",
      "878 typewriter keyboard\n",
      "880 unicycle, monocycle\n",
      "882 vacuum, vacuum cleaner\n",
      "884 vault\n",
      "885 velvet\n",
      "886 vending machine\n",
      "887 vestment\n",
      "888 viaduct\n",
      "890 volleyball\n",
      "891 waffle iron\n",
      "893 wallet, billfold, notecase, pocketbook\n",
      "894 wardrobe, closet, press\n",
      "896 washbasin, handbasin, washbowl, lavabo, wash-hand basin\n",
      "899 water jug\n",
      "900 water tower\n",
      "901 whiskey jug\n",
      "902 whistle\n",
      "903 wig\n",
      "904 window screen\n",
      "905 window shade\n",
      "906 Windsor tie\n",
      "908 wing\n",
      "909 wok\n",
      "911 wool, woolen, woollen\n",
      "913 wreck\n",
      "914 yawl\n",
      "915 yurt\n",
      "916 web site, website, internet site, site\n",
      "918 crossword puzzle, crossword\n",
      "922 menu\n",
      "923 plate\n",
      "924 guacamole\n",
      "925 consomme\n",
      "927 trifle\n",
      "930 French loaf\n",
      "931 bagel, beigel\n",
      "932 pretzel\n",
      "933 cheeseburger\n",
      "936 head cabbage\n",
      "938 cauliflower\n",
      "939 zucchini, courgette\n",
      "940 spaghetti squash\n",
      "941 acorn squash\n",
      "942 butternut squash\n",
      "943 cucumber, cuke\n",
      "944 artichoke, globe artichoke\n",
      "945 bell pepper\n",
      "946 cardoon\n",
      "948 Granny Smith\n",
      "950 orange\n",
      "951 lemon\n",
      "952 fig\n",
      "955 jackfruit, jak, jack\n",
      "956 custard apple\n",
      "957 pomegranate\n",
      "958 hay\n",
      "959 carbonara\n",
      "960 chocolate sauce, chocolate syrup\n",
      "961 dough\n",
      "962 meat loaf, meatloaf\n",
      "964 potpie\n",
      "965 burrito\n",
      "967 espresso\n",
      "969 eggnog\n",
      "970 alp\n",
      "971 bubble\n",
      "972 cliff, drop, drop-off\n",
      "973 coral reef\n",
      "974 geyser\n",
      "975 lakeside, lakeshore\n",
      "976 promontory, headland, head, foreland\n",
      "977 sandbar, sand bar\n",
      "978 seashore, coast, seacoast, sea-coast\n",
      "979 valley, vale\n",
      "980 volcano\n",
      "982 groom, bridegroom\n",
      "983 scuba diver\n",
      "984 rapeseed\n",
      "985 daisy\n",
      "986 yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum\n",
      "987 corn\n",
      "988 acorn\n",
      "989 hip, rose hip, rosehip\n",
      "991 coral fungus\n",
      "992 agaric\n",
      "993 gyromitra\n",
      "994 stinkhorn, carrion fungus\n",
      "995 earthstar\n",
      "996 hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa\n",
      "997 bolete\n"
     ]
    }
   ],
   "source": [
    "# These ImageNet classes could not be mapped to any Visda class:\n",
    "for i, j in enumerate(mapping_vector):\n",
    "    if j == -1.:\n",
    "        print(i, map_dict[i])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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