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Program.cs
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Program.cs
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// (C) ColorfulSoft corp., 2021. All Rights reserved.
using System;
using System.AI;
using System.Linq;
using System.Collections.Generic;
using models = System.AI.torchvision.models;
namespace Test
{
public static class Program
{
public static torch.Tensor load(string uri)
{
return torch.tensor(imageio.imread(uri)).transpose(0, 2).transpose(1, 2).unsqueeze(0).@float() / 255f;
}
#region imagenet_classes
public static string[] imagenet_classes = new string[]
{
"tench, Tincatinca",
"goldfish, Carassiusauratus",
"greatwhiteshark, whiteshark, man-eater, man-eatingshark, Carcharodoncarcharias",
"tigershark, Galeocerdocuvieri",
"hammerhead, hammerheadshark",
"electricray, crampfish, numbfish, torpedo",
"stingray",
"cock",
"hen",
"ostrich, Struthiocamelus",
"brambling, Fringillamontifringilla",
"goldfinch, Cardueliscarduelis",
"housefinch, linnet, Carpodacusmexicanus",
"junco, snowbird",
"indigobunting, indigofinch, indigobird, Passerinacyanea",
"robin, Americanrobin, Turdusmigratorius",
"bulbul",
"jay",
"magpie",
"chickadee",
"waterouzel, dipper",
"kite",
"baldeagle, Americaneagle, Haliaeetusleucocephalus",
"vulture",
"greatgreyowl, greatgrayowl, Strixnebulosa",
"Europeanfiresalamander, Salamandrasalamandra",
"commonnewt, Triturusvulgaris",
"eft",
"spottedsalamander, Ambystomamaculatum",
"axolotl, mudpuppy, Ambystomamexicanum",
"bullfrog, Ranacatesbeiana",
"treefrog, tree-frog",
"tailedfrog, belltoad, ribbedtoad, tailedtoad, Ascaphustrui",
"loggerhead, loggerheadturtle, Carettacaretta",
"leatherbackturtle, leatherback, leatheryturtle, Dermochelyscoriacea",
"mudturtle",
"terrapin",
"boxturtle, boxtortoise",
"bandedgecko",
"commoniguana, iguana, Iguanaiguana",
"Americanchameleon, anole, Anoliscarolinensis",
"whiptail, whiptaillizard",
"agama",
"frilledlizard, Chlamydosauruskingi",
"alligatorlizard",
"Gilamonster, Helodermasuspectum",
"greenlizard, Lacertaviridis",
"Africanchameleon, Chamaeleochamaeleon",
"Komododragon, Komodolizard, dragonlizard, giantlizard, Varanuskomodoensis",
"Africancrocodile, Nilecrocodile, Crocodylusniloticus",
"Americanalligator, Alligatormississipiensis",
"triceratops",
"thundersnake, wormsnake, Carphophisamoenus",
"ringnecksnake, ring-neckedsnake, ringsnake",
"hognosesnake, puffadder, sandviper",
"greensnake, grasssnake",
"kingsnake, kingsnake",
"gartersnake, grasssnake",
"watersnake",
"vinesnake",
"nightsnake, Hypsiglenatorquata",
"boaconstrictor, Constrictorconstrictor",
"rockpython, rocksnake, Pythonsebae",
"Indiancobra, Najanaja",
"greenmamba",
"seasnake",
"hornedviper, cerastes, sandviper, hornedasp, Cerastescornutus",
"diamondback, diamondbackrattlesnake, Crotalusadamanteus",
"sidewinder, hornedrattlesnake, Crotaluscerastes",
"trilobite",
"harvestman, daddylonglegs, Phalangiumopilio",
"scorpion",
"blackandgoldgardenspider, Argiopeaurantia",
"barnspider, Araneuscavaticus",
"gardenspider, Araneadiademata",
"blackwidow, Latrodectusmactans",
"tarantula",
"wolfspider, huntingspider",
"tick",
"centipede",
"blackgrouse",
"ptarmigan",
"ruffedgrouse, partridge, Bonasaumbellus",
"prairiechicken, prairiegrouse, prairiefowl",
"peacock",
"quail",
"partridge",
"Africangrey, Africangray, Psittacuserithacus",
"macaw",
"sulphur-crestedcockatoo, Kakatoegalerita, Cacatuagalerita",
"lorikeet",
"coucal",
"beeeater",
"hornbill",
"hummingbird",
"jacamar",
"toucan",
"drake",
"red-breastedmerganser, Mergusserrator",
"goose",
"blackswan, Cygnusatratus",
"tusker",
"echidna, spinyanteater, anteater",
"platypus, duckbill, duckbilledplatypus, duck-billedplatypus, Ornithorhynchusanatinus",
"wallaby, brushkangaroo",
"koala, koalabear, kangaroobear, nativebear, Phascolarctoscinereus",
"wombat",
"jellyfish",
"seaanemone, anemone",
"braincoral",
"flatworm, platyhelminth",
"nematode, nematodeworm, roundworm",
"conch",
"snail",
"slug",
"seaslug, nudibranch",
"chiton, coat-of-mailshell, seacradle, polyplacophore",
"chamberednautilus, pearlynautilus, nautilus",
"Dungenesscrab, Cancermagister",
"rockcrab, Cancerirroratus",
"fiddlercrab",
"kingcrab, Alaskacrab, Alaskankingcrab, Alaskakingcrab, Paralithodescamtschatica",
"Americanlobster, Northernlobster, Mainelobster, Homarusamericanus",
"spinylobster, langouste, rocklobster, crawfish, crayfish, seacrawfish",
"crayfish, crawfish, crawdad, crawdaddy",
"hermitcrab",
"isopod",
"whitestork, Ciconiaciconia",
"blackstork, Ciconianigra",
"spoonbill",
"flamingo",
"littleblueheron, Egrettacaerulea",
"Americanegret, greatwhiteheron, Egrettaalbus",
"bittern",
"crane",
"limpkin, Aramuspictus",
"Europeangallinule, Porphyrioporphyrio",
"Americancoot, marshhen, mudhen, waterhen, Fulicaamericana",
"bustard",
"ruddyturnstone, Arenariainterpres",
"red-backedsandpiper, dunlin, Eroliaalpina",
"redshank, Tringatotanus",
"dowitcher",
"oystercatcher, oystercatcher",
"pelican",
"kingpenguin, Aptenodytespatagonica",
"albatross, mollymawk",
"greywhale, graywhale, devilfish, Eschrichtiusgibbosus, Eschrichtiusrobustus",
"killerwhale, killer, orca, grampus, seawolf, Orcinusorca",
"dugong, Dugongdugon",
"sealion",
"Chihuahua",
"Japanesespaniel",
"Maltesedog, Malteseterrier, Maltese",
"Pekinese, Pekingese, Peke",
"Shih-Tzu",
"Blenheimspaniel",
"papillon",
"toyterrier",
"Rhodesianridgeback",
"Afghanhound, Afghan",
"basset, bassethound",
"beagle",
"bloodhound, sleuthhound",
"bluetick",
"black-and-tancoonhound",
"Walkerhound, Walkerfoxhound",
"Englishfoxhound",
"redbone",
"borzoi, Russianwolfhound",
"Irishwolfhound",
"Italiangreyhound",
"whippet",
"Ibizanhound, IbizanPodenco",
"Norwegianelkhound, elkhound",
"otterhound, otterhound",
"Saluki, gazellehound",
"Scottishdeerhound, deerhound",
"Weimaraner",
"Staffordshirebullterrier, Staffordshirebullterrier",
"AmericanStaffordshireterrier, Staffordshireterrier, Americanpitbullterrier, pitbullterrier",
"Bedlingtonterrier",
"Borderterrier",
"Kerryblueterrier",
"Irishterrier",
"Norfolkterrier",
"Norwichterrier",
"Yorkshireterrier",
"wire-hairedfoxterrier",
"Lakelandterrier",
"Sealyhamterrier, Sealyham",
"Airedale, Airedaleterrier",
"cairn, cairnterrier",
"Australianterrier",
"DandieDinmont, DandieDinmontterrier",
"Bostonbull, Bostonterrier",
"miniatureschnauzer",
"giantschnauzer",
"standardschnauzer",
"Scotchterrier, Scottishterrier, Scottie",
"Tibetanterrier, chrysanthemumdog",
"silkyterrier, Sydneysilky",
"soft-coatedwheatenterrier",
"WestHighlandwhiteterrier",
"Lhasa, Lhasaapso",
"flat-coatedretriever",
"curly-coatedretriever",
"goldenretriever",
"Labradorretriever",
"ChesapeakeBayretriever",
"Germanshort-hairedpointer",
"vizsla, Hungarianpointer",
"Englishsetter",
"Irishsetter, redsetter",
"Gordonsetter",
"Brittanyspaniel",
"clumber, clumberspaniel",
"Englishspringer, Englishspringerspaniel",
"Welshspringerspaniel",
"cockerspaniel, Englishcockerspaniel, cocker",
"Sussexspaniel",
"Irishwaterspaniel",
"kuvasz",
"schipperke",
"groenendael",
"malinois",
"briard",
"kelpie",
"komondor",
"OldEnglishsheepdog, bobtail",
"Shetlandsheepdog, Shetlandsheepdog, Shetland",
"collie",
"Bordercollie",
"BouvierdesFlandres, BouviersdesFlandres",
"Rottweiler",
"Germanshepherd, Germanshepherddog, Germanpolicedog, alsatian",
"Doberman, Dobermanpinscher",
"miniaturepinscher",
"GreaterSwissMountaindog",
"Bernesemountaindog",
"Appenzeller",
"EntleBucher",
"boxer",
"bullmastiff",
"Tibetanmastiff",
"Frenchbulldog",
"GreatDane",
"SaintBernard, StBernard",
"Eskimodog, husky",
"malamute, malemute, Alaskanmalamute",
"Siberianhusky",
"dalmatian, coachdog, carriagedog",
"affenpinscher, monkeypinscher, monkeydog",
"basenji",
"pug, pug-dog",
"Leonberg",
"Newfoundland, Newfoundlanddog",
"GreatPyrenees",
"Samoyed, Samoyede",
"Pomeranian",
"chow, chowchow",
"keeshond",
"Brabancongriffon",
"Pembroke, PembrokeWelshcorgi",
"Cardigan, CardiganWelshcorgi",
"toypoodle",
"miniaturepoodle",
"standardpoodle",
"Mexicanhairless",
"timberwolf, greywolf, graywolf, Canislupus",
"whitewolf, Arcticwolf, Canislupustundrarum",
"redwolf, manedwolf, Canisrufus, Canisniger",
"coyote, prairiewolf, brushwolf, Canislatrans",
"dingo, warrigal, warragal, Canisdingo",
"dhole, Cuonalpinus",
"Africanhuntingdog, hyenadog, Capehuntingdog, Lycaonpictus",
"hyena, hyaena",
"redfox, Vulpesvulpes",
"kitfox, Vulpesmacrotis",
"Arcticfox, whitefox, Alopexlagopus",
"greyfox, grayfox, Urocyoncinereoargenteus",
"tabby, tabbycat",
"tigercat",
"Persiancat",
"Siamesecat, Siamese",
"Egyptiancat",
"cougar, puma, catamount, mountainlion, painter, panther, Felisconcolor",
"lynx, catamount",
"leopard, Pantherapardus",
"snowleopard, ounce, Pantherauncia",
"jaguar, panther, Pantheraonca, Felisonca",
"lion, kingofbeasts, Pantheraleo",
"tiger, Pantheratigris",
"cheetah, chetah, Acinonyxjubatus",
"brownbear, bruin, Ursusarctos",
"Americanblackbear, blackbear, Ursusamericanus, Euarctosamericanus",
"icebear, polarbear, UrsusMaritimus, Thalarctosmaritimus",
"slothbear, Melursusursinus, Ursusursinus",
"mongoose",
"meerkat, mierkat",
"tigerbeetle",
"ladybug, ladybeetle, ladybeetle, ladybird, ladybirdbeetle",
"groundbeetle, carabidbeetle",
"long-hornedbeetle, longicorn, longicornbeetle",
"leafbeetle, chrysomelid",
"dungbeetle",
"rhinocerosbeetle",
"weevil",
"fly",
"bee",
"ant, emmet, pismire",
"grasshopper, hopper",
"cricket",
"walkingstick, walkingstick, stickinsect",
"cockroach, roach",
"mantis, mantid",
"cicada, cicala",
"leafhopper",
"lacewing, lacewingfly",
"dragonfly, darningneedle, devilsdarningneedle, sewingneedle, snakefeeder, snakedoctor, mosquitohawk, skeeterhawk",
"damselfly",
"admiral",
"ringlet, ringletbutterfly",
"monarch, monarchbutterfly, milkweedbutterfly, Danausplexippus",
"cabbagebutterfly",
"sulphurbutterfly, sulfurbutterfly",
"lycaenid, lycaenidbutterfly",
"starfish, seastar",
"seaurchin",
"seacucumber, holothurian",
"woodrabbit, cottontail, cottontailrabbit",
"hare",
"Angora, Angorarabbit",
"hamster",
"porcupine, hedgehog",
"foxsquirrel, easternfoxsquirrel, Sciurusniger",
"marmot",
"beaver",
"guineapig, Caviacobaya",
"sorrel",
"zebra",
"hog, pig, grunter, squealer, Susscrofa",
"wildboar, boar, Susscrofa",
"warthog",
"hippopotamus, hippo, riverhorse, Hippopotamusamphibius",
"ox",
"waterbuffalo, waterox, Asiaticbuffalo, Bubalusbubalis",
"bison",
"ram, tup",
"bighorn, bighornsheep, cimarron, RockyMountainbighorn, RockyMountainsheep, Oviscanadensis",
"ibex, Capraibex",
"hartebeest",
"impala, Aepycerosmelampus",
"gazelle",
"Arabiancamel, dromedary, Camelusdromedarius",
"llama",
"weasel",
"mink",
"polecat, fitch, foulmart, foumart, Mustelaputorius",
"black-footedferret, ferret, Mustelanigripes",
"otter",
"skunk, polecat, woodpussy",
"badger",
"armadillo",
"three-toedsloth, ai, Bradypustridactylus",
"orangutan, orang, orangutang, Pongopygmaeus",
"gorilla, Gorillagorilla",
"chimpanzee, chimp, Pantroglodytes",
"gibbon, Hylobateslar",
"siamang, Hylobatessyndactylus, Symphalangussyndactylus",
"guenon, guenonmonkey",
"patas, hussarmonkey, Erythrocebuspatas",
"baboon",
"macaque",
"langur",
"colobus, colobusmonkey",
"proboscismonkey, Nasalislarvatus",
"marmoset",
"capuchin, ringtail, Cebuscapucinus",
"howlermonkey, howler",
"titi, titimonkey",
"spidermonkey, Atelesgeoffroyi",
"squirrelmonkey, Saimirisciureus",
"Madagascarcat, ring-tailedlemur, Lemurcatta",
"indri, indris, Indriindri, Indribrevicaudatus",
"Indianelephant, Elephasmaximus",
"Africanelephant, Loxodontaafricana",
"lesserpanda, redpanda, panda, bearcat, catbear, Ailurusfulgens",
"giantpanda, panda, pandabear, coonbear, Ailuropodamelanoleuca",
"barracouta, snoek",
"eel",
"coho, cohoe, cohosalmon, bluejack, silversalmon, Oncorhynchuskisutch",
"rockbeauty, Holocanthustricolor",
"anemonefish",
"sturgeon",
"gar, garfish, garpike, billfish, Lepisosteusosseus",
"lionfish",
"puffer, pufferfish, blowfish, globefish",
"abacus",
"abaya",
"academicgown, academicrobe, judgesrobe",
"accordion, pianoaccordion, squeezebox",
"acousticguitar",
"aircraftcarrier, carrier, flattop, attackaircraftcarrier",
"airliner",
"airship, dirigible",
"altar",
"ambulance",
"amphibian, amphibiousvehicle",
"analogclock",
"apiary, beehouse",
"apron",
"ashcan, trashcan, garbagecan, wastebin, ashbin, ash-bin, ashbin, dustbin, trashbarrel, trashbin",
"assaultrifle, assaultgun",
"backpack, backpack, knapsack, packsack, rucksack, haversack",
"bakery, bakeshop, bakehouse",
"balancebeam, beam",
"balloon",
"ballpoint, ballpointpen, ballpen, Biro",
"BandAid",
"banjo",
"bannister, banister, balustrade, balusters, handrail",
"barbell",
"barberchair",
"barbershop",
"barn",
"barometer",
"barrel, cask",
"barrow, gardencart, lawncart, wheelbarrow",
"baseball",
"basketball",
"bassinet",
"bassoon",
"bathingcap, swimmingcap",
"bathtowel",
"bathtub, bathingtub, bath, tub",
"beachwagon, stationwagon, wagon, estatecar, beachwaggon, stationwaggon, waggon",
"beacon, lighthouse, beaconlight, pharos",
"beaker",
"bearskin, busby, shako",
"beerbottle",
"beerglass",
"bellcote, bellcot",
"bib",
"bicycle-built-for-two, tandembicycle, tandem",
"bikini, two-piece",
"binder, ring-binder",
"binoculars, fieldglasses, operaglasses",
"birdhouse",
"boathouse",
"bobsled, bobsleigh, bob",
"bolotie, bolo, bolatie, bola",
"bonnet, pokebonnet",
"bookcase",
"bookshop, bookstore, bookstall",
"bottlecap",
"bow",
"bowtie, bow-tie, bowtie",
"brass, memorialtablet, plaque",
"brassiere, bra, bandeau",
"breakwater, groin, groyne, mole, bulwark, seawall, jetty",
"breastplate, aegis, egis",
"broom",
"bucket, pail",
"buckle",
"bulletproofvest",
"bullettrain, bullet",
"butchershop, meatmarket",
"cab, hack, taxi, taxicab",
"caldron, cauldron",
"candle, taper, waxlight",
"cannon",
"canoe",
"canopener, tinopener",
"cardigan",
"carmirror",
"carousel, carrousel, merry-go-round, roundabout, whirligig",
"carpenterskit, toolkit",
"carton",
"carwheel",
"cashmachine, cashdispenser, automatedtellermachine, automatictellermachine, automatedteller, automaticteller, ATM",
"cassette",
"cassetteplayer",
"castle",
"catamaran",
"CDplayer",
"cello, violoncello",
"cellulartelephone, cellularphone, cellphone, cell, mobilephone",
"chain",
"chainlinkfence",
"chainmail, ringmail, mail, chainarmor, chainarmour, ringarmor, ringarmour",
"chainsaw, chainsaw",
"chest",
"chiffonier, commode",
"chime, bell, gong",
"chinacabinet, chinacloset",
"Christmasstocking",
"church, churchbuilding",
"cinema, movietheater, movietheatre, moviehouse, picturepalace",
"cleaver, meatcleaver, chopper",
"cliffdwelling",
"cloak",
"clog, geta, patten, sabot",
"cocktailshaker",
"coffeemug",
"coffeepot",
"coil, spiral, volute, whorl, helix",
"combinationlock",
"computerkeyboard, keypad",
"confectionery, confectionary, candystore",
"containership, containership, containervessel",
"convertible",
"corkscrew, bottlescrew",
"cornet, horn, trumpet, trump",
"cowboyboot",
"cowboyhat, ten-gallonhat",
"cradle",
"crane",
"crashhelmet",
"crate",
"crib, cot",
"CrockPot",
"croquetball",
"crutch",
"cuirass",
"dam, dike, dyke",
"desk",
"desktopcomputer",
"dialtelephone, dialphone",
"diaper, nappy, napkin",
"digitalclock",
"digitalwatch",
"diningtable, board",
"dishrag, dishcloth",
"dishwasher, dishwasher, dishwashingmachine",
"diskbrake, discbrake",
"dock, dockage, dockingfacility",
"dogsled, dogsled, dogsleigh",
"dome",
"doormat, welcomemat",
"drillingplatform, offshorerig",
"drum, membranophone, tympan",
"drumstick",
"dumbbell",
"Dutchoven",
"electricfan, blower",
"electricguitar",
"electriclocomotive",
"entertainmentcenter",
"envelope",
"espressomaker",
"facepowder",
"featherboa, boa",
"file, filecabinet, filingcabinet",
"fireboat",
"fireengine, firetruck",
"firescreen, fireguard",
"flagpole, flagstaff",
"flute, transverseflute",
"foldingchair",
"footballhelmet",
"forklift",
"fountain",
"fountainpen",
"four-poster",
"freightcar",
"Frenchhorn, horn",
"fryingpan, frypan, skillet",
"furcoat",
"garbagetruck, dustcart",
"gasmask, respirator, gashelmet",
"gaspump, gasolinepump, petrolpump, islanddispenser",
"goblet",
"go-kart",
"golfball",
"golfcart, golfcart",
"gondola",
"gong, tam-tam",
"gown",
"grandpiano, grand",
"greenhouse, nursery, glasshouse",
"grille, radiatorgrille",
"grocerystore, grocery, foodmarket, market",
"guillotine",
"hairslide",
"hairspray",
"halftrack",
"hammer",
"hamper",
"handblower, blowdryer, blowdrier, hairdryer, hairdrier",
"hand-heldcomputer, hand-heldmicrocomputer",
"handkerchief, hankie, hanky, hankey",
"harddisc, harddisk, fixeddisk",
"harmonica, mouthorgan, harp, mouthharp",
"harp",
"harvester, reaper",
"hatchet",
"holster",
"hometheater, hometheatre",
"honeycomb",
"hook, claw",
"hoopskirt, crinoline",
"horizontalbar, highbar",
"horsecart, horse-cart",
"hourglass",
"iPod",
"iron, smoothingiron",
"jack-o-lantern",
"jean, bluejean, denim",
"jeep, landrover",
"jersey, T-shirt, teeshirt",
"jigsawpuzzle",
"jinrikisha, ricksha, rickshaw",
"joystick",
"kimono",
"kneepad",
"knot",
"labcoat, laboratorycoat",
"ladle",
"lampshade, lampshade",
"laptop, laptopcomputer",
"lawnmower, mower",
"lenscap, lenscover",
"letteropener, paperknife, paperknife",
"library",
"lifeboat",
"lighter, light, igniter, ignitor",
"limousine, limo",
"liner, oceanliner",
"lipstick, liprouge",
"Loafer",
"lotion",
"loudspeaker, speaker, speakerunit, loudspeakersystem, speakersystem",
"loupe, jewelersloupe",
"lumbermill, sawmill",
"magneticcompass",
"mailbag, postbag",
"mailbox, letterbox",
"maillot",
"maillot, tanksuit",
"manholecover",
"maraca",
"marimba, xylophone",
"mask",
"matchstick",
"maypole",
"maze, labyrinth",
"measuringcup",
"medicinechest, medicinecabinet",
"megalith, megalithicstructure",
"microphone, mike",
"microwave, microwaveoven",
"militaryuniform",
"milkcan",
"minibus",
"miniskirt, mini",
"minivan",
"missile",
"mitten",
"mixingbowl",
"mobilehome, manufacturedhome",
"ModelT",
"modem",
"monastery",
"monitor",
"moped",
"mortar",
"mortarboard",
"mosque",
"mosquitonet",
"motorscooter, scooter",
"mountainbike, all-terrainbike, off-roader",
"mountaintent",
"mouse, computermouse",
"mousetrap",
"movingvan",
"muzzle",
"nail",
"neckbrace",
"necklace",
"nipple",
"notebook, notebookcomputer",
"obelisk",
"oboe, hautboy, hautbois",
"ocarina, sweetpotato",
"odometer, hodometer, mileometer, milometer",
"oilfilter",
"organ, pipeorgan",
"oscilloscope, scope, cathode-rayoscilloscope, CRO",
"overskirt",
"oxcart",
"oxygenmask",
"packet",
"paddle, boatpaddle",
"paddlewheel, paddlewheel",
"padlock",
"paintbrush",
"pajama, pyjama, pjs, jammies",
"palace",
"panpipe, pandeanpipe, syrinx",
"papertowel",
"parachute, chute",
"parallelbars, bars",
"parkbench",
"parkingmeter",
"passengercar, coach, carriage",
"patio, terrace",
"pay-phone, pay-station",
"pedestal, plinth, footstall",
"pencilbox, pencilcase",
"pencilsharpener",
"perfume, essence",
"Petridish",
"photocopier",
"pick, plectrum, plectron",
"pickelhaube",
"picketfence, paling",
"pickup, pickuptruck",
"pier",
"piggybank, pennybank",
"pillbottle",
"pillow",
"ping-pongball",
"pinwheel",
"pirate, pirateship",
"pitcher, ewer",
"plane, carpentersplane, woodworkingplane",
"planetarium",
"plasticbag",
"platerack",
"plow, plough",
"plunger, plumbershelper",
"Polaroidcamera, PolaroidLandcamera",
"pole",
"policevan, policewagon, paddywagon, patrolwagon, wagon, blackMaria",
"poncho",
"pooltable, billiardtable, snookertable",
"popbottle, sodabottle",
"pot, flowerpot",
"potterswheel",
"powerdrill",
"prayerrug, prayermat",
"printer",
"prison, prisonhouse",
"projectile, missile",
"projector",
"puck, hockeypuck",
"punchingbag, punchbag, punchingball, punchball",
"purse",
"quill, quillpen",
"quilt, comforter, comfort, puff",
"racer, racecar, racingcar",
"racket, racquet",
"radiator",
"radio, wireless",
"radiotelescope, radioreflector",
"rainbarrel",
"recreationalvehicle, RV, R.V.",
"reel",
"reflexcamera",
"refrigerator, icebox",
"remotecontrol, remote",
"restaurant, eatinghouse, eatingplace, eatery",
"revolver, six-gun, six-shooter",
"rifle",
"rockingchair, rocker",
"rotisserie",
"rubbereraser, rubber, pencileraser",
"rugbyball",
"rule, ruler",
"runningshoe",
"safe",
"safetypin",
"saltshaker, saltshaker",
"sandal",
"sarong",
"sax, saxophone",
"scabbard",
"scale, weighingmachine",
"schoolbus",
"schooner",
"scoreboard",
"screen, CRTscreen",
"screw",
"screwdriver",
"seatbelt, seatbelt",
"sewingmachine",
"shield, buckler",
"shoeshop, shoe-shop, shoestore",
"shoji",
"shoppingbasket",
"shoppingcart",
"shovel",
"showercap",
"showercurtain",
"ski",
"skimask",
"sleepingbag",
"sliderule, slipstick",
"slidingdoor",
"slot, one-armedbandit",
"snorkel",
"snowmobile",
"snowplow, snowplough",
"soapdispenser",
"soccerball",
"sock",
"solardish, solarcollector, solarfurnace",
"sombrero",
"soupbowl",
"spacebar",
"spaceheater",
"spaceshuttle",
"spatula",
"speedboat",
"spiderweb, spidersweb",
"spindle",
"sportscar, sportcar",
"spotlight, spot",
"stage",
"steamlocomotive",
"steelarchbridge",
"steeldrum",
"stethoscope",
"stole",
"stonewall",
"stopwatch, stopwatch",
"stove",
"strainer",
"streetcar, tram, tramcar, trolley, trolleycar",
"stretcher",
"studiocouch, daybed",
"stupa, tope",
"submarine, pigboat, sub, U-boat",
"suit, suitofclothes",
"sundial",
"sunglass",
"sunglasses, darkglasses, shades",
"sunscreen, sunblock, sunblocker",
"suspensionbridge",
"swab, swob, mop",
"sweatshirt",
"swimmingtrunks, bathingtrunks",
"swing",
"switch, electricswitch, electricalswitch",
"syringe",
"tablelamp",
"tank, armytank, armoredcombatvehicle, armouredcombatvehicle",
"tapeplayer",
"teapot",
"teddy, teddybear",
"television, televisionsystem",
"tennisball",
"thatch, thatchedroof",
"theatercurtain, theatrecurtain",
"thimble",
"thresher, thrasher, threshingmachine",
"throne",
"tileroof",
"toaster",
"tobaccoshop, tobacconistshop, tobacconist",
"toiletseat",
"torch",
"totempole",
"towtruck, towcar, wrecker",
"toyshop",
"tractor",
"trailertruck, tractortrailer, truckingrig, rig, articulatedlorry, semi",
"tray",
"trenchcoat",
"tricycle, trike, velocipede",
"trimaran",
"tripod",
"triumphalarch",
"trolleybus, trolleycoach, tracklesstrolley",
"trombone",
"tub, vat",
"turnstile",
"typewriterkeyboard",
"umbrella",
"unicycle, monocycle",
"upright, uprightpiano",
"vacuum, vacuumcleaner",
"vase",
"vault",
"velvet",
"vendingmachine",
"vestment",
"viaduct",
"violin, fiddle",
"volleyball",
"waffleiron",
"wallclock",
"wallet, billfold, notecase, pocketbook",
"wardrobe, closet, press",
"warplane, militaryplane",
"washbasin, handbasin, washbowl, lavabo, wash-handbasin",
"washer, automaticwasher, washingmachine",
"waterbottle",
"waterjug",
"watertower",
"whiskeyjug",
"whistle",
"wig",
"windowscreen",
"windowshade",
"Windsortie",
"winebottle",
"wing",
"wok",
"woodenspoon",
"wool, woolen, woollen",
"wormfence, snakefence, snake-railfence, Virginiafence",
"wreck",
"yawl",
"yurt",
"website, website, internetsite, site",
"comicbook",
"crosswordpuzzle, crossword",
"streetsign",
"trafficlight, trafficsignal, stoplight",
"bookjacket, dustcover, dustjacket, dustwrapper",
"menu",
"plate",
"guacamole",
"consomme",
"hotpot, hotpot",
"trifle",
"icecream, icecream",
"icelolly, lolly, lollipop, popsicle",
"Frenchloaf",
"bagel, beigel",
"pretzel",
"cheeseburger",
"hotdog, hotdog, redhot",
"mashedpotato",
"headcabbage",
"broccoli",
"cauliflower",
"zucchini, courgette",
"spaghettisquash",
"acornsquash",
"butternutsquash",
"cucumber, cuke",
"artichoke, globeartichoke",
"bellpepper",
"cardoon",
"mushroom",
"GrannySmith",
"strawberry",
"orange",
"lemon",
"fig",
"pineapple, ananas",
"banana",
"jackfruit, jak, jack",
"custardapple",
"pomegranate",
"hay",
"carbonara",
"chocolatesauce, chocolatesyrup",
"dough",
"meatloaf, meatloaf",
"pizza, pizzapie",
"potpie",
"burrito",
"redwine",
"espresso",
"cup",
"eggnog",
"alp",
"bubble",
"cliff, drop, drop-off",
"coralreef",
"geyser",
"lakeside, lakeshore",
"promontory, headland, head, foreland",