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import gradio as gr |
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from gradio.mix import Parallel, Series |
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description = "BigGAN text-to-image demo with 128,256,512 Deep - VQGAN WikiArt, COCO, Faces, and FlickR" |
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title = "BigGAN ImageNet" |
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Gans=["biggan-deep-128", "biggan-deep-256", "biggan-deep-512"] |
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model_names={"vqgan_imagenet_f16_16384": 'ImageNet 16384',"vqgan_imagenet_f16_1024":"ImageNet 1024", 'vqgan_openimages_f16_8192':'OpenImages 8912',"wikiart_1024":"WikiArt 1024", "wikiart_16384":"WikiArt 16384", "coco":"COCO-Stuff", "faceshq":"FacesHQ", "sflckr":"S-FLCKR"} |
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import os |
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import torch |
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from PIL import Image |
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from torchvision import transforms |
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io1 = gr.Interface.load('huggingface/osanseviero/BigGAN-deep-128') |
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io2 = gr.Interface.load('huggingface/osanseviero/BigGAN-deep-128') |
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io3 = gr.Interface.load('huggingface/osanseviero/BigGAN-deep-128') |
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interface = Parallel(io1,io2,io3, |
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description=description, |
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title = title, |
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examples=[ |
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["goldfish"], |
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["great white shark"], |
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["tiger shark"], |
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["hammerhead"], |
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["electric ray"], |
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["stingray"], |
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["cock"], |
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["hen"], |
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["ostrich"], |
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["brambling"], |
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["goldfinch"], |
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["house finch"], |
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["junco"], |
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["indigo bunting"], |
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["robin"], |
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["bulbul"], |
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["jay"], |
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["magpie"], |
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["chickadee"], |
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["water ouzel"], |
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["kite"], |
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["bald eagle"], |
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["vulture"], |
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["great grey owl"], |
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["European fire salamander"], |
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["common newt"], |
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["eft"], |
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["spotted salamander"], |
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["axolotl"], |
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["bullfrog"], |
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["tree frog"], |
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["tailed frog"], |
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["loggerhead"], |
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["leatherback turtle"], |
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["mud turtle"], |
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["terrapin"], |
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["box turtle"], |
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["banded gecko"], |
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["common iguana"], |
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["American chameleon"], |
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["whiptail"], |
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["agama"], |
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["frilled lizard"], |
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["alligator lizard"], |
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["Gila monster"], |
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["green lizard"], |
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["African chameleon"], |
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["Komodo dragon"], |
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["African crocodile"], |
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["American alligator"], |
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["triceratops"], |
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["thunder snake"], |
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["ringneck snake"], |
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["hognose snake"], |
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["green snake"], |
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["king snake"], |
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["garter snake"], |
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["water snake"], |
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["vine snake"], |
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["night snake"], |
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["boa constrictor"], |
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["rock python"], |
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["Indian cobra"], |
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["green mamba"], |
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["sea snake"], |
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["horned viper"], |
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["diamondback"], |
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["sidewinder"], |
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["trilobite"], |
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["harvestman"], |
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["scorpion"], |
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["black and gold garden spider"], |
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["barn spider"], |
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["garden spider"], |
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["black widow"], |
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["tarantula"], |
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["wolf spider"], |
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["tick"], |
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["centipede"], |
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["black grouse"], |
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["ptarmigan"], |
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["ruffed grouse"], |
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["prairie chicken"], |
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["peacock"], |
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["quail"], |
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["partridge"], |
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["African grey"], |
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["macaw"], |
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["sulphur-crested cockatoo"], |
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["lorikeet"], |
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["coucal"], |
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["bee eater"], |
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["hornbill"], |
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["hummingbird"], |
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["jacamar"], |
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["toucan"], |
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["drake"], |
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["red-breasted merganser"], |
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["goose"], |
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["black swan"], |
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["tusker"], |
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["echidna"], |
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["platypus"], |
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["wallaby"], |
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["koala"], |
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["wombat"], |
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["jellyfish"], |
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["sea anemone"], |
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["brain coral"], |
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["flatworm"], |
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["nematode"], |
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["conch"], |
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["snail"], |
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["slug"], |
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["sea slug"], |
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["chiton"], |
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["chambered nautilus"], |
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["Dungeness crab"], |
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["rock crab"], |
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["fiddler crab"], |
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["king crab"], |
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["American lobster"], |
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["spiny lobster"], |
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["crayfish"], |
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["hermit crab"], |
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["isopod"], |
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["white stork"], |
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["black stork"], |
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["spoonbill"], |
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["flamingo"], |
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["little blue heron"], |
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["American egret"], |
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["bittern"], |
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["crane"], |
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["limpkin"], |
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["European gallinule"], |
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["American coot"], |
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["bustard"], |
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["ruddy turnstone"], |
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["red-backed sandpiper"], |
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["redshank"], |
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["dowitcher"], |
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["oystercatcher"], |
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["pelican"], |
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["king penguin"], |
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["albatross"], |
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["grey whale"], |
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["killer whale"], |
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["dugong"], |
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["sea lion"], |
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["Chihuahua"], |
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["Japanese spaniel"], |
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["Maltese dog"], |
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["Pekinese"], |
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["Shih-Tzu"], |
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["Blenheim spaniel"], |
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["papillon"], |
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["toy terrier"], |
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["Rhodesian ridgeback"], |
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["Afghan hound"], |
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["basset"], |
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["beagle"], |
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["bloodhound"], |
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["bluetick"], |
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["black-and-tan coonhound"], |
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["Walker hound"], |
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["English foxhound"], |
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["redbone"], |
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["borzoi"], |
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["Irish wolfhound"], |
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["Italian greyhound"], |
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["whippet"], |
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["Ibizan hound"], |
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["Norwegian elkhound"], |
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["otterhound"], |
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["Saluki"], |
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["Scottish deerhound"], |
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["Weimaraner"], |
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["Staffordshire bullterrier"], |
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["American Staffordshire terrier"], |
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["Bedlington terrier"], |
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["Border terrier"], |
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["Kerry blue terrier"], |
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["Irish terrier"], |
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["Norfolk terrier"], |
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["Norwich terrier"], |
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["Yorkshire terrier"], |
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["wire-haired fox terrier"], |
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["Lakeland terrier"], |
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["Sealyham terrier"], |
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["Airedale"], |
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["cairn"], |
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["Australian terrier"], |
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["Dandie Dinmont"], |
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["Boston bull"], |
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["miniature schnauzer"], |
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["giant schnauzer"], |
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["standard schnauzer"], |
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["Scotch terrier"], |
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["Tibetan terrier"], |
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["silky terrier"], |
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["soft-coated wheaten terrier"], |
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["West Highland white terrier"], |
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["Lhasa"], |
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["flat-coated retriever"], |
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["curly-coated retriever"], |
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["golden retriever"], |
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["Labrador retriever"], |
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["Chesapeake Bay retriever"], |
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["German short-haired pointer"], |
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["vizsla"], |
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["English setter"], |
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["Irish setter"], |
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["Gordon setter"], |
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["Brittany spaniel"], |
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["clumber"], |
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["English springer"], |
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["Welsh springer spaniel"], |
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["cocker spaniel"], |
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["Sussex spaniel"], |
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["Irish water spaniel"], |
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["kuvasz"], |
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["schipperke"], |
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["groenendael"], |
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["malinois"], |
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["briard"], |
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["kelpie"], |
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["komondor"], |
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["Old English sheepdog"], |
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["Shetland sheepdog"], |
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["collie"], |
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["Border collie"], |
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["Bouvier des Flandres"], |
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["Rottweiler"], |
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["German shepherd"], |
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["Doberman"], |
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["miniature pinscher"], |
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["Greater Swiss Mountain dog"], |
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["Bernese mountain dog"], |
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["Appenzeller"], |
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["EntleBucher"], |
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["boxer"], |
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["bull mastiff"], |
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["Tibetan mastiff"], |
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["French bulldog"], |
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["Great Dane"], |
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["Saint Bernard"], |
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["Eskimo dog"], |
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["malamute"], |
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["Siberian husky"], |
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["dalmatian"], |
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["affenpinscher"], |
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["basenji"], |
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["pug"], |
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["Leonberg"], |
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["Newfoundland"], |
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["Great Pyrenees"], |
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["Samoyed"], |
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["Pomeranian"], |
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["chow"], |
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["keeshond"], |
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["Brabancon griffon"], |
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["Pembroke"], |
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["Cardigan"], |
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["toy poodle"], |
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["miniature poodle"], |
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["standard poodle"], |
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["Mexican hairless"], |
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["timber wolf"], |
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["white wolf"], |
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["red wolf"], |
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["coyote"], |
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["dingo"], |
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["dhole"], |
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["African hunting dog"], |
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["hyena"], |
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["red fox"], |
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["kit fox"], |
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["Arctic fox"], |
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["grey fox"], |
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["tabby"], |
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["tiger cat"], |
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["Persian cat"], |
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["Siamese cat"], |
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["Egyptian cat"], |
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["cougar"], |
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["lynx"], |
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["leopard"], |
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["snow leopard"], |
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["jaguar"], |
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["lion"], |
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["tiger"], |
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["cheetah"], |
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["brown bear"], |
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["American black bear"], |
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["ice bear"], |
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["sloth bear"], |
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["mongoose"], |
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["meerkat"], |
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["tiger beetle"], |
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["ladybug"], |
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["ground beetle"], |
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["long-horned beetle"], |
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["leaf beetle"], |
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["dung beetle"], |
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["rhinoceros beetle"], |
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["weevil"], |
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["fly"], |
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["bee"], |
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["ant"], |
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["grasshopper"], |
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["cricket"], |
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["walking stick"], |
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["cockroach"], |
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["mantis"], |
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["cicada"], |
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["leafhopper"], |
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["lacewing"], |
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[" darning needle"], |
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["damselfly"], |
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["admiral"], |
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["ringlet"], |
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["monarch"], |
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["cabbage butterfly"], |
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["sulphur butterfly"], |
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["lycaenid"], |
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["starfish"], |
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["sea urchin"], |
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["sea cucumber"], |
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["wood rabbit"], |
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["hare"], |
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["Angora"], |
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["hamster"], |
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["porcupine"], |
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["fox squirrel"], |
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["marmot"], |
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["beaver"], |
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["guinea pig"], |
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["sorrel"], |
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["zebra"], |
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["hog"], |
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["wild boar"], |
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["warthog"], |
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["hippopotamus"], |
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["ox"], |
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["water buffalo"], |
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["bison"], |
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["ram"], |
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["bighorn"], |
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["ibex"], |
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["hartebeest"], |
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["impala"], |
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["gazelle"], |
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["Arabian camel"], |
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["llama"], |
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["weasel"], |
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["mink"], |
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["polecat"], |
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["black-footed ferret"], |
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["otter"], |
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["skunk"], |
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["badger"], |
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["armadillo"], |
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["three-toed sloth"], |
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["orangutan"], |
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["gorilla"], |
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["chimpanzee"], |
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["gibbon"], |
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["siamang"], |
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["guenon"], |
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["patas"], |
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["baboon"], |
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["macaque"], |
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["langur"], |
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["colobus"], |
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["proboscis monkey"], |
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["marmoset"], |
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["capuchin"], |
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["howler monkey"], |
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["titi"], |
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["spider monkey"], |
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["squirrel monkey"], |
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["Madagascar cat"], |
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["indri"], |
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["Indian elephant"], |
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["African elephant"], |
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["lesser panda"], |
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["giant panda"], |
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["barracouta"], |
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["eel"], |
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["coho"], |
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["rock beauty"], |
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["anemone fish"], |
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["sturgeon"], |
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["gar"], |
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["lionfish"], |
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["puffer"], |
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["abacus"], |
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["abaya"], |
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[" academic robe"], |
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["accordion"], |
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["acoustic guitar"], |
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["aircraft carrier"], |
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["airliner"], |
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["airship"], |
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["altar"], |
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["ambulance"], |
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["amphibian"], |
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["analog clock"], |
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["apiary"], |
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["apron"], |
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["ashcan"], |
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["assault rifle"], |
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["backpack"], |
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["bakery"], |
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["balance beam"], |
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["balloon"], |
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["ballpoint"], |
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["Band Aid"], |
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["banjo"], |
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["bannister"], |
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["barbell"], |
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["barber chair"], |
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["barbershop"], |
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["barn"], |
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["barometer"], |
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["barrel"], |
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["barrow"], |
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["baseball"], |
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["basketball"], |
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["bassinet"], |
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["bassoon"], |
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["bathing cap"], |
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["bath towel"], |
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["bathtub"], |
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["beach wagon"], |
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["beacon"], |
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["beaker"], |
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["bearskin"], |
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["beer bottle"], |
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["beer glass"], |
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["bell cote"], |
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["bib"], |
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["bicycle-built-for-two"], |
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["bikini"], |
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["binder"], |
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["binoculars"], |
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["birdhouse"], |
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["boathouse"], |
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["bobsled"], |
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["bolo tie"], |
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["bonnet"], |
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["bookcase"], |
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["bookshop"], |
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["bottlecap"], |
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["bow"], |
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["bow tie"], |
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["brass"], |
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["brassiere"], |
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["breakwater"], |
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["breastplate"], |
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["broom"], |
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["bucket"], |
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["buckle"], |
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["bulletproof vest"], |
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["bullet train"], |
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["butcher shop"], |
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["cab"], |
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["caldron"], |
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["candle"], |
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["cannon"], |
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["canoe"], |
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["can opener"], |
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["cardigan"], |
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["car mirror"], |
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["carousel"], |
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["s kit"], |
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["carton"], |
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["car wheel"], |
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["cash machine"], |
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["cassette"], |
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["cassette player"], |
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["castle"], |
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["catamaran"], |
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["CD player"], |
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["cello"], |
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["cellular telephone"], |
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["chain"], |
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["chainlink fence"], |
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["chain mail"], |
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["chain saw"], |
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["chest"], |
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["chiffonier"], |
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["chime"], |
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["china cabinet"], |
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["Christmas stocking"], |
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["church"], |
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["cinema"], |
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["cleaver"], |
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["cliff dwelling"], |
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["cloak"], |
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["clog"], |
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["cocktail shaker"], |
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["coffee mug"], |
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["coffeepot"], |
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["coil"], |
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["combination lock"], |
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["computer keyboard"], |
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["confectionery"], |
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["container ship"], |
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["convertible"], |
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["corkscrew"], |
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["cornet"], |
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["cowboy boot"], |
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["cowboy hat"], |
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["cradle"], |
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["crane"], |
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["crash helmet"], |
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["crate"], |
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["crib"], |
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["Crock Pot"], |
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["croquet ball"], |
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["crutch"], |
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["cuirass"], |
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["dam"], |
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["desk"], |
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["desktop computer"], |
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["dial telephone"], |
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["diaper"], |
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["digital clock"], |
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["digital watch"], |
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["dining table"], |
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["dishrag"], |
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["dishwasher"], |
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["disk brake"], |
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["dock"], |
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["dogsled"], |
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["dome"], |
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["doormat"], |
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["drilling platform"], |
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["drum"], |
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["drumstick"], |
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["dumbbell"], |
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["Dutch oven"], |
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["electric fan"], |
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["electric guitar"], |
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["electric locomotive"], |
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["entertainment center"], |
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["envelope"], |
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["espresso maker"], |
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["face powder"], |
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["feather boa"], |
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["file"], |
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["fireboat"], |
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["fire engine"], |
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["fire screen"], |
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["flagpole"], |
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["flute"], |
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["folding chair"], |
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["football helmet"], |
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["forklift"], |
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["fountain"], |
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["fountain pen"], |
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["four-poster"], |
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["freight car"], |
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["French horn"], |
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["frying pan"], |
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["fur coat"], |
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["garbage truck"], |
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["gasmask"], |
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["gas pump"], |
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["goblet"], |
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["go-kart"], |
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["golf ball"], |
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["golfcart"], |
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["gondola"], |
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["gong"], |
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["gown"], |
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["grand piano"], |
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["greenhouse"], |
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["grille"], |
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["grocery store"], |
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["guillotine"], |
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["hair slide"], |
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["hair spray"], |
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["half track"], |
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["hammer"], |
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["hamper"], |
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["hand blower"], |
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["hand-held computer"], |
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["handkerchief"], |
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["hard disc"], |
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["harmonica"], |
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["harp"], |
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["harvester"], |
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["hatchet"], |
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["holster"], |
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["home theater"], |
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["honeycomb"], |
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["hook"], |
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["hoopskirt"], |
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["horizontal bar"], |
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["horse cart"], |
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["hourglass"], |
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["iPod"], |
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["iron"], |
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["lantern"], |
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["jean"], |
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["jeep"], |
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["jersey"], |
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["jigsaw puzzle"], |
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["jinrikisha"], |
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["joystick"], |
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["kimono"], |
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["knee pad"], |
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["knot"], |
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["lab coat"], |
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["ladle"], |
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["lampshade"], |
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["laptop"], |
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["lawn mower"], |
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["lens cap"], |
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["letter opener"], |
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["library"], |
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["lifeboat"], |
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["lighter"], |
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["limousine"], |
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["liner"], |
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["lipstick"], |
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["Loafer"], |
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["lotion"], |
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["loudspeaker"], |
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["jeweler"], |
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["lumbermill"], |
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["magnetic compass"], |
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["mailbag"], |
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["mailbox"], |
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["maillot"], |
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["maillot"], |
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["manhole cover"], |
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["maraca"], |
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["marimba"], |
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["mask"], |
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["matchstick"], |
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["maypole"], |
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["maze"], |
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["measuring cup"], |
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["medicine chest"], |
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["megalith"], |
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["microphone"], |
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["microwave"], |
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["military uniform"], |
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["milk can"], |
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["minibus"], |
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["miniskirt"], |
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["minivan"], |
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["missile"], |
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["mitten"], |
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["mixing bowl"], |
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["mobile home"], |
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["Model T"], |
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["modem"], |
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["monastery"], |
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["monitor"], |
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["moped"], |
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["mortar"], |
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["mortarboard"], |
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["mosque"], |
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["mosquito net"], |
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["motor scooter"], |
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["mountain bike"], |
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["mountain tent"], |
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["mouse"], |
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["mousetrap"], |
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["moving van"], |
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["muzzle"], |
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["nail"], |
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["neck brace"], |
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["necklace"], |
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["nipple"], |
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["notebook"], |
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["obelisk"], |
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["oboe"], |
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["ocarina"], |
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["odometer"], |
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["oil filter"], |
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["organ"], |
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["oscilloscope"], |
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["overskirt"], |
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["oxcart"], |
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["oxygen mask"], |
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["packet"], |
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["paddle"], |
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["paddlewheel"], |
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["padlock"], |
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["paintbrush"], |
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[" pyjama"], |
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["palace"], |
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["panpipe"], |
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["paper towel"], |
|
["parachute"], |
|
["parallel bars"], |
|
["park bench"], |
|
["parking meter"], |
|
["passenger car"], |
|
["patio"], |
|
["pay-phone"], |
|
["pedestal"], |
|
["pencil box"], |
|
["pencil sharpener"], |
|
["perfume"], |
|
["Petri dish"], |
|
["photocopier"], |
|
["pick"], |
|
["pickelhaube"], |
|
["picket fence"], |
|
["pickup"], |
|
["pier"], |
|
["piggy bank"], |
|
["pill bottle"], |
|
["pillow"], |
|
["ping-pong ball"], |
|
["pinwheel"], |
|
["pirate"], |
|
["pitcher"], |
|
[" carpenter"], |
|
["planetarium"], |
|
["plastic bag"], |
|
["plate rack"], |
|
["plow"], |
|
[" plumber"], |
|
["Polaroid camera"], |
|
["pole"], |
|
["police van"], |
|
["poncho"], |
|
["pool table"], |
|
["pop bottle"], |
|
["pot"], |
|
["wheel"], |
|
["power drill"], |
|
["prayer rug"], |
|
["printer"], |
|
["prison"], |
|
["projectile"], |
|
["projector"], |
|
["puck"], |
|
["punching bag"], |
|
["purse"], |
|
["quill"], |
|
["quilt"], |
|
["racer"], |
|
["racket"], |
|
["radiator"], |
|
["radio"], |
|
["radio telescope"], |
|
["rain barrel"], |
|
["recreational vehicle"], |
|
["reel"], |
|
["reflex camera"], |
|
["refrigerator"], |
|
["remote control"], |
|
["restaurant"], |
|
["revolver"], |
|
["rifle"], |
|
["rocking chair"], |
|
["rotisserie"], |
|
["rubber eraser"], |
|
["rugby ball"], |
|
["rule"], |
|
["running shoe"], |
|
["safe"], |
|
["safety pin"], |
|
["saltshaker"], |
|
["sandal"], |
|
["sarong"], |
|
["sax"], |
|
["scabbard"], |
|
["scale"], |
|
["school bus"], |
|
["schooner"], |
|
["scoreboard"], |
|
["screen"], |
|
["screw"], |
|
["screwdriver"], |
|
["seat belt"], |
|
["sewing machine"], |
|
["shield"], |
|
["shoe shop"], |
|
["shoji"], |
|
["shopping basket"], |
|
["shopping cart"], |
|
["shovel"], |
|
["shower cap"], |
|
["shower curtain"], |
|
["ski"], |
|
["ski mask"], |
|
["sleeping bag"], |
|
["slide rule"], |
|
["sliding door"], |
|
["slot"], |
|
["snorkel"], |
|
["snowmobile"], |
|
["snowplow"], |
|
["soap dispenser"], |
|
["soccer ball"], |
|
["sock"], |
|
["solar dish"], |
|
["sombrero"], |
|
["soup bowl"], |
|
["space bar"], |
|
["space heater"], |
|
["space shuttle"], |
|
["spatula"], |
|
["speedboat"], |
|
[" spider"], |
|
["spindle"], |
|
["sports car"], |
|
["spotlight"], |
|
["stage"], |
|
["steam locomotive"], |
|
["steel arch bridge"], |
|
["steel drum"], |
|
["stethoscope"], |
|
["stole"], |
|
["stone wall"], |
|
["stopwatch"], |
|
["stove"], |
|
["strainer"], |
|
["streetcar"], |
|
["stretcher"], |
|
["studio couch"], |
|
["stupa"], |
|
["submarine"], |
|
["suit"], |
|
["sundial"], |
|
["sunglass"], |
|
["sunglasses"], |
|
["sunscreen"], |
|
["suspension bridge"], |
|
["swab"], |
|
["sweatshirt"], |
|
["swimming trunks"], |
|
["swing"], |
|
["switch"], |
|
["syringe"], |
|
["table lamp"], |
|
["tank"], |
|
["tape player"], |
|
["teapot"], |
|
["teddy"], |
|
["television"], |
|
["tennis ball"], |
|
["thatch"], |
|
["theater curtain"], |
|
["thimble"], |
|
["thresher"], |
|
["throne"], |
|
["tile roof"], |
|
["toaster"], |
|
["tobacco shop"], |
|
["toilet seat"], |
|
["torch"], |
|
["totem pole"], |
|
["tow truck"], |
|
["toyshop"], |
|
["tractor"], |
|
["trailer truck"], |
|
["tray"], |
|
["trench coat"], |
|
["tricycle"], |
|
["trimaran"], |
|
["tripod"], |
|
["triumphal arch"], |
|
["trolleybus"], |
|
["trombone"], |
|
["tub"], |
|
["turnstile"], |
|
["typewriter keyboard"], |
|
["umbrella"], |
|
["unicycle"], |
|
["upright"], |
|
["vacuum"], |
|
["vase"], |
|
["vault"], |
|
["velvet"], |
|
["vending machine"], |
|
["vestment"], |
|
["viaduct"], |
|
["violin"], |
|
["volleyball"], |
|
["waffle iron"], |
|
["wall clock"], |
|
["wallet"], |
|
["wardrobe"], |
|
["warplane"], |
|
["washbasin"], |
|
["washer"], |
|
["water bottle"], |
|
["water jug"], |
|
["water tower"], |
|
["whiskey jug"], |
|
["whistle"], |
|
["wig"], |
|
["window screen"], |
|
["window shade"], |
|
["Windsor tie"], |
|
["wine bottle"], |
|
["wing"], |
|
["wok"], |
|
["wooden spoon"], |
|
["wool"], |
|
["worm fence"], |
|
["wreck"], |
|
["yawl"], |
|
["yurt"], |
|
["web site"], |
|
["comic book"], |
|
["crossword puzzle"], |
|
["street sign"], |
|
["traffic light"], |
|
["book jacket"], |
|
["menu"], |
|
["plate"], |
|
["guacamole"], |
|
["consomme"], |
|
["hot pot"], |
|
["trifle"], |
|
["ice cream"], |
|
["ice lolly"], |
|
["French loaf"], |
|
["bagel"], |
|
["pretzel"], |
|
["cheeseburger"], |
|
["hotdog"], |
|
["mashed potato"], |
|
["head cabbage"], |
|
["broccoli"], |
|
["cauliflower"], |
|
["zucchini"], |
|
["spaghetti squash"], |
|
["acorn squash"], |
|
["butternut squash"], |
|
["cucumber"], |
|
["artichoke"], |
|
["bell pepper"], |
|
["cardoon"], |
|
["mushroom"], |
|
["Granny Smith"], |
|
["strawberry"], |
|
["orange"], |
|
["lemon"], |
|
["fig"], |
|
["pineapple"], |
|
["banana"], |
|
["jackfruit"], |
|
["custard apple"], |
|
["pomegranate"], |
|
["hay"], |
|
["carbonara"], |
|
["chocolate sauce"], |
|
["dough"], |
|
["meat loaf"], |
|
["pizza"], |
|
["potpie"], |
|
["burrito"], |
|
["red wine"], |
|
["espresso"], |
|
["cup"], |
|
["eggnog"], |
|
["alp"], |
|
["bubble"], |
|
["cliff"], |
|
["coral reef"], |
|
["geyser"], |
|
["lakeside"], |
|
["promontory"], |
|
["sandbar"], |
|
["seashore"], |
|
["valley"], |
|
["volcano"], |
|
["ballplayer"], |
|
["groom"], |
|
["scuba diver"], |
|
["rapeseed"], |
|
["daisy"], |
|
["s slipper"], |
|
["corn"], |
|
["acorn"], |
|
["hip"], |
|
["buckeye"], |
|
["coral fungus"], |
|
["agaric"], |
|
["gyromitra"], |
|
["stinkhorn"], |
|
["earthstar"], |
|
["hen-of-the-woods"], |
|
["bolete"], |
|
["ear"], |
|
["toilet tissue"] |
|
] |
|
) |
|
interface.launch() |
