Release 18.08

3 files changed, 1262 insertions, 0 deletions

diff --git a/tests/OnnxMobileNet-Armnn/OnnxMobileNet-Armnn.cpp b/tests/OnnxMobileNet-Armnn/OnnxMobileNet-Armnn.cpp
new file mode 100644
index 0000000000..0d2d937469
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+++ b/tests/OnnxMobileNet-Armnn/OnnxMobileNet-Armnn.cpp
@@ -0,0 +1,60 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// See LICENSE file in the project root for full license information.
+//
+#include "../InferenceTest.hpp"
+#include "../ImagePreprocessor.hpp"
+#include "armnnOnnxParser/IOnnxParser.hpp"
+
+int main(int argc, char* argv[])
+{
+    int retVal = EXIT_FAILURE;
+    try
+    {
+        // Coverity fix: The following code may throw an exception of type std::length_error.
+        std::vector<ImageSet> imageSet =
+        {
+            {"Dog.jpg", 208},
+            {"Cat.jpg", 281},
+            {"shark.jpg", 2},
+        };
+
+        armnn::TensorShape inputTensorShape({ 1, 3, 224, 224 });
+
+        using DataType = float;
+        using DatabaseType = ImagePreprocessor<float>;
+        using ParserType = armnnOnnxParser::IOnnxParser;
+        using ModelType = InferenceModel<ParserType, DataType>;
+
+        // Coverity fix: ClassifierInferenceTestMain() may throw uncaught exceptions.
+        retVal = armnn::test::ClassifierInferenceTestMain<DatabaseType, ParserType>(
+                     argc, argv,
+                     "mobilenetv2-1.0.onnx", // model name
+                     true,                           // model is binary
+                     "data", "mobilenetv20_output_flatten0_reshape0", // input and output tensor names
+                     { 0, 1, 2 },                    // test images to test with as above
+                     [&imageSet](const char* dataDir, const ModelType&) {
+                         // This creates create a 1, 3, 224, 224 normalized input with mean and stddev to pass to Armnn
+                         return DatabaseType(
+                             dataDir,
+                             224,
+                             224,
+                             imageSet,
+                             1.0,                             // scale
+                             0,                               // offset
+                             {{0.485f, 0.456f, 0.406f}},      // mean
+                             {{0.229f, 0.224f, 0.225f}},      // stddev
+                             DatabaseType::DataFormat::NCHW); // format
+                     },
+                     &inputTensorShape);
+    }
+    catch (const std::exception& e)
+    {
+        // Coverity fix: BOOST_LOG_TRIVIAL (typically used to report errors) may throw an
+        // exception of type std::length_error.
+        // Using stderr instead in this context as there is no point in nesting try-catch blocks here.
+        std::cerr << "WARNING: OnnxMobileNet-Armnn: An error has occurred when running "
+                     "the classifier inference tests: " << e.what() << std::endl;
+    }
+    return retVal;
+}
diff --git a/tests/OnnxMobileNet-Armnn/Validation.txt b/tests/OnnxMobileNet-Armnn/Validation.txt
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+++ b/tests/OnnxMobileNet-Armnn/Validation.txt
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\ No newline at end of file
diff --git a/tests/OnnxMobileNet-Armnn/labels.txt b/tests/OnnxMobileNet-Armnn/labels.txt
new file mode 100644
index 0000000000..d74ff557dd
--- /dev/null
+++ b/tests/OnnxMobileNet-Armnn/labels.txt
@@ -0,0 +1,1001 @@
+0:background
+1:tench, Tinca tinca
+2:goldfish, Carassius auratus
+3:great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias
+4:tiger shark, Galeocerdo cuvieri
+5:hammerhead, hammerhead shark
+6:electric ray, crampfish, numbfish, torpedo
+7:stingray
+8:cock
+9:hen
+10:ostrich, Struthio camelus
+11:brambling, Fringilla montifringilla
+12:goldfinch, Carduelis carduelis
+13:house finch, linnet, Carpodacus mexicanus
+14:junco, snowbird
+15:indigo bunting, indigo finch, indigo bird, Passerina cyanea
+16:robin, American robin, Turdus migratorius
+17:bulbul
+18:jay
+19:magpie
+20:chickadee
+21:water ouzel, dipper
+22:kite
+23:bald eagle, American eagle, Haliaeetus leucocephalus
+24:vulture
+25:great grey owl, great gray owl, Strix nebulosa
+26:European fire salamander, Salamandra salamandra
+27:common newt, Triturus vulgaris
+28:eft
+29:spotted salamander, Ambystoma maculatum
+30:axolotl, mud puppy, Ambystoma mexicanum
+31:bullfrog, Rana catesbeiana
+32:tree frog, tree-frog
+33:tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui
+34:loggerhead, loggerhead turtle, Caretta caretta
+35:leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea
+36:mud turtle
+37:terrapin
+38:box turtle, box tortoise
+39:banded gecko
+40:common iguana, iguana, Iguana iguana
+41:American chameleon, anole, Anolis carolinensis
+42:whiptail, whiptail lizard
+43:agama
+44:frilled lizard, Chlamydosaurus kingi
+45:alligator lizard
+46:Gila monster, Heloderma suspectum
+47:green lizard, Lacerta viridis
+48:African chameleon, Chamaeleo chamaeleon
+49:Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis
+50:African crocodile, Nile crocodile, Crocodylus niloticus
+51:American alligator, Alligator mississipiensis
+52:triceratops
+53:thunder snake, worm snake, Carphophis amoenus
+54:ringneck snake, ring-necked snake, ring snake
+55:hognose snake, puff adder, sand viper
+56:green snake, grass snake
+57:king snake, kingsnake
+58:garter snake, grass snake
+59:water snake
+60:vine snake
+61:night snake, Hypsiglena torquata
+62:boa constrictor, Constrictor constrictor
+63:rock python, rock snake, Python sebae
+64:Indian cobra, Naja naja
+65:green mamba
+66:sea snake
+67:horned viper, cerastes, sand viper, horned asp, Cerastes cornutus
+68:diamondback, diamondback rattlesnake, Crotalus adamanteus
+69:sidewinder, horned rattlesnake, Crotalus cerastes
+70:trilobite
+71:harvestman, daddy longlegs, Phalangium opilio
+72:scorpion
+73:black and gold garden spider, Argiope aurantia
+74:barn spider, Araneus cavaticus
+75:garden spider, Aranea diademata
+76:black widow, Latrodectus mactans
+77:tarantula
+78:wolf spider, hunting spider
+79:tick
+80:centipede
+81:black grouse
+82:ptarmigan
+83:ruffed grouse, partridge, Bonasa umbellus
+84:prairie chicken, prairie grouse, prairie fowl
+85:peacock
+86:quail
+87:partridge
+88:African grey, African gray, Psittacus erithacus
+89:macaw
+90:sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita
+91:lorikeet
+92:coucal
+93:bee eater
+94:hornbill
+95:hummingbird
+96:jacamar
+97:toucan
+98:drake
+99:red-breasted merganser, Mergus serrator
+100:goose
+101:black swan, Cygnus atratus
+102:tusker
+103:echidna, spiny anteater, anteater
+104:platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus
+105:wallaby, brush kangaroo
+106:koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus
+107:wombat
+108:jellyfish
+109:sea anemone, anemone
+110:brain coral
+111:flatworm, platyhelminth
+112:nematode, nematode worm, roundworm
+113:conch
+114:snail
+115:slug
+116:sea slug, nudibranch
+117:chiton, coat-of-mail shell, sea cradle, polyplacophore
+118:chambered nautilus, pearly nautilus, nautilus
+119:Dungeness crab, Cancer magister
+120:rock crab, Cancer irroratus
+121:fiddler crab
+122:king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica
+123:American lobster, Northern lobster, Maine lobster, Homarus americanus
+124:spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish
+125:crayfish, crawfish, crawdad, crawdaddy
+126:hermit crab
+127:isopod
+128:white stork, Ciconia ciconia
+129:black stork, Ciconia nigra
+130:spoonbill
+131:flamingo
+132:little blue heron, Egretta caerulea
+133:American egret, great white heron, Egretta albus
+134:bittern
+135:crane
+136:limpkin, Aramus pictus
+137:European gallinule, Porphyrio porphyrio
+138:American coot, marsh hen, mud hen, water hen, Fulica americana
+139:bustard
+140:ruddy turnstone, Arenaria interpres
+141:red-backed sandpiper, dunlin, Erolia alpina
+142:redshank, Tringa totanus
+143:dowitcher
+144:oystercatcher, oyster catcher
+145:pelican
+146:king penguin, Aptenodytes patagonica
+147:albatross, mollymawk
+148:grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus
+149:killer whale, killer, orca, grampus, sea wolf, Orcinus orca
+150:dugong, Dugong dugon
+151:sea lion
+152:Chihuahua
+153:Japanese spaniel
+154:Maltese dog, Maltese terrier, Maltese
+155:Pekinese, Pekingese, Peke
+156:Shih-Tzu
+157:Blenheim spaniel
+158:papillon
+159:toy terrier
+160:Rhodesian ridgeback
+161:Afghan hound, Afghan
+162:basset, basset hound
+163:beagle
+164:bloodhound, sleuthhound
+165:bluetick
+166:black-and-tan coonhound
+167:Walker hound, Walker foxhound
+168:English foxhound
+169:redbone
+170:borzoi, Russian wolfhound
+171:Irish wolfhound
+172:Italian greyhound
+173:whippet
+174:Ibizan hound, Ibizan Podenco
+175:Norwegian elkhound, elkhound
+176:otterhound, otter hound
+177:Saluki, gazelle hound
+178:Scottish deerhound, deerhound
+179:Weimaraner
+180:Staffordshire bullterrier, Staffordshire bull terrier
+181:American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier
+182:Bedlington terrier
+183:Border terrier
+184:Kerry blue terrier
+185:Irish terrier
+186:Norfolk terrier
+187:Norwich terrier
+188:Yorkshire terrier
+189:wire-haired fox terrier
+190:Lakeland terrier
+191:Sealyham terrier, Sealyham
+192:Airedale, Airedale terrier
+193:cairn, cairn terrier
+194:Australian terrier
+195:Dandie Dinmont, Dandie Dinmont terrier
+196:Boston bull, Boston terrier
+197:miniature schnauzer
+198:giant schnauzer
+199:standard schnauzer
+200:Scotch terrier, Scottish terrier, Scottie
+201:Tibetan terrier, chrysanthemum dog
+202:silky terrier, Sydney silky
+203:soft-coated wheaten terrier
+204:West Highland white terrier
+205:Lhasa, Lhasa apso
+206:flat-coated retriever
+207:curly-coated retriever
+208:golden retriever
+209:Labrador retriever
+210:Chesapeake Bay retriever
+211:German short-haired pointer
+212:vizsla, Hungarian pointer
+213:English setter
+214:Irish setter, red setter
+215:Gordon setter
+216:Brittany spaniel
+217:clumber, clumber spaniel
+218:English springer, English springer spaniel
+219:Welsh springer spaniel
+220:cocker spaniel, English cocker spaniel, cocker
+221:Sussex spaniel
+222:Irish water spaniel
+223:kuvasz
+224:schipperke
+225:groenendael
+226:malinois
+227:briard
+228:kelpie
+229:komondor
+230:Old English sheepdog, bobtail
+231:Shetland sheepdog, Shetland sheep dog, Shetland
+232:collie
+233:Border collie
+234:Bouvier des Flandres, Bouviers des Flandres
+235:Rottweiler
+236:German shepherd, German shepherd dog, German police dog, alsatian
+237:Doberman, Doberman pinscher
+238:miniature pinscher
+239:Greater Swiss Mountain dog
+240:Bernese mountain dog
+241:Appenzeller
+242:EntleBucher
+243:boxer
+244:bull mastiff
+245:Tibetan mastiff
+246:French bulldog
+247:Great Dane
+248:Saint Bernard, St Bernard
+249:Eskimo dog, husky
+250:malamute, malemute, Alaskan malamute
+251:Siberian husky
+252:dalmatian, coach dog, carriage dog
+253:affenpinscher, monkey pinscher, monkey dog
+254:basenji
+255:pug, pug-dog
+256:Leonberg
+257:Newfoundland, Newfoundland dog
+258:Great Pyrenees
+259:Samoyed, Samoyede
+260:Pomeranian
+261:chow, chow chow
+262:keeshond
+263:Brabancon griffon
+264:Pembroke, Pembroke Welsh corgi
+265:Cardigan, Cardigan Welsh corgi
+266:toy poodle
+267:miniature poodle
+268:standard poodle
+269:Mexican hairless
+270:timber wolf, grey wolf, gray wolf, Canis lupus
+271:white wolf, Arctic wolf, Canis lupus tundrarum
+272:red wolf, maned wolf, Canis rufus, Canis niger
+273:coyote, prairie wolf, brush wolf, Canis latrans
+274:dingo, warrigal, warragal, Canis dingo
+275:dhole, Cuon alpinus
+276:African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus
+277:hyena, hyaena
+278:red fox, Vulpes vulpes
+279:kit fox, Vulpes macrotis
+280:Arctic fox, white fox, Alopex lagopus
+281:grey fox, gray fox, Urocyon cinereoargenteus
+282:tabby, tabby cat
+283:tiger cat
+284:Persian cat
+285:Siamese cat, Siamese
+286:Egyptian cat
+287:cougar, puma, catamount, mountain lion, painter, panther, Felis concolor
+288:lynx, catamount
+289:leopard, Panthera pardus
+290:snow leopard, ounce, Panthera uncia
+291:jaguar, panther, Panthera onca, Felis onca
+292:lion, king of beasts, Panthera leo
+293:tiger, Panthera tigris
+294:cheetah, chetah, Acinonyx jubatus
+295:brown bear, bruin, Ursus arctos
+296:American black bear, black bear, Ursus americanus, Euarctos americanus
+297:ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus
+298:sloth bear, Melursus ursinus, Ursus ursinus
+299:mongoose
+300:meerkat, mierkat
+301:tiger beetle
+302:ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle
+303:ground beetle, carabid beetle
+304:long-horned beetle, longicorn, longicorn beetle
+305:leaf beetle, chrysomelid
+306:dung beetle
+307:rhinoceros beetle
+308:weevil
+309:fly
+310:bee
+311:ant, emmet, pismire
+312:grasshopper, hopper
+313:cricket
+314:walking stick, walkingstick, stick insect
+315:cockroach, roach
+316:mantis, mantid
+317:cicada, cicala
+318:leafhopper
+319:lacewing, lacewing fly
+320:dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk
+321:damselfly
+322:admiral
+323:ringlet, ringlet butterfly
+324:monarch, monarch butterfly, milkweed butterfly, Danaus plexippus
+325:cabbage butterfly
+326:sulphur butterfly, sulfur butterfly
+327:lycaenid, lycaenid butterfly
+328:starfish, sea star
+329:sea urchin
+330:sea cucumber, holothurian
+331:wood rabbit, cottontail, cottontail rabbit
+332:hare
+333:Angora, Angora rabbit
+334:hamster
+335:porcupine, hedgehog
+336:fox squirrel, eastern fox squirrel, Sciurus niger
+337:marmot
+338:beaver
+339:guinea pig, Cavia cobaya
+340:sorrel
+341:zebra
+342:hog, pig, grunter, squealer, Sus scrofa
+343:wild boar, boar, Sus scrofa
+344:warthog
+345:hippopotamus, hippo, river horse, Hippopotamus amphibius
+346:ox
+347:water buffalo, water ox, Asiatic buffalo, Bubalus bubalis
+348:bison
+349:ram, tup
+350:bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis
+351:ibex, Capra ibex
+352:hartebeest
+353:impala, Aepyceros melampus
+354:gazelle
+355:Arabian camel, dromedary, Camelus dromedarius
+356:llama
+357:weasel
+358:mink
+359:polecat, fitch, foulmart, foumart, Mustela putorius
+360:black-footed ferret, ferret, Mustela nigripes
+361:otter
+362:skunk, polecat, wood pussy
+363:badger
+364:armadillo
+365:three-toed sloth, ai, Bradypus tridactylus
+366:orangutan, orang, orangutang, Pongo pygmaeus
+367:gorilla, Gorilla gorilla
+368:chimpanzee, chimp, Pan troglodytes
+369:gibbon, Hylobates lar
+370:siamang, Hylobates syndactylus, Symphalangus syndactylus
+371:guenon, guenon monkey
+372:patas, hussar monkey, Erythrocebus patas
+373:baboon
+374:macaque
+375:langur
+376:colobus, colobus monkey
+377:proboscis monkey, Nasalis larvatus
+378:marmoset
+379:capuchin, ringtail, Cebus capucinus
+380:howler monkey, howler
+381:titi, titi monkey
+382:spider monkey, Ateles geoffroyi
+383:squirrel monkey, Saimiri sciureus
+384:Madagascar cat, ring-tailed lemur, Lemur catta
+385:indri, indris, Indri indri, Indri brevicaudatus
+386:Indian elephant, Elephas maximus
+387:African elephant, Loxodonta africana
+388:lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens
+389:giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca
+390:barracouta, snoek
+391:eel
+392:coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch
+393:rock beauty, Holocanthus tricolor
+394:anemone fish
+395:sturgeon
+396:gar, garfish, garpike, billfish, Lepisosteus osseus
+397:lionfish
+398:puffer, pufferfish, blowfish, globefish
+399:abacus
+400:abaya
+401:academic gown, academic robe, judge's robe
+402:accordion, piano accordion, squeeze box
+403:acoustic guitar
+404:aircraft carrier, carrier, flattop, attack aircraft carrier
+405:airliner
+406:airship, dirigible
+407:altar
+408:ambulance
+409:amphibian, amphibious vehicle
+410:analog clock
+411:apiary, bee house
+412:apron
+413:ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin
+414:assault rifle, assault gun
+415:backpack, back pack, knapsack, packsack, rucksack, haversack
+416:bakery, bakeshop, bakehouse
+417:balance beam, beam
+418:balloon
+419:ballpoint, ballpoint pen, ballpen, Biro
+420:Band Aid
+421:banjo
+422:bannister, banister, balustrade, balusters, handrail
+423:barbell
+424:barber chair
+425:barbershop
+426:barn
+427:barometer
+428:barrel, cask
+429:barrow, garden cart, lawn cart, wheelbarrow
+430:baseball
+431:basketball
+432:bassinet
+433:bassoon
+434:bathing cap, swimming cap
+435:bath towel
+436:bathtub, bathing tub, bath, tub
+437:beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon
+438:beacon, lighthouse, beacon light, pharos
+439:beaker
+440:bearskin, busby, shako
+441:beer bottle
+442:beer glass
+443:bell cote, bell cot
+444:bib
+445:bicycle-built-for-two, tandem bicycle, tandem
+446:bikini, two-piece
+447:binder, ring-binder
+448:binoculars, field glasses, opera glasses
+449:birdhouse
+450:boathouse
+451:bobsled, bobsleigh, bob
+452:bolo tie, bolo, bola tie, bola
+453:bonnet, poke bonnet
+454:bookcase
+455:bookshop, bookstore, bookstall
+456:bottlecap
+457:bow
+458:bow tie, bow-tie, bowtie
+459:brass, memorial tablet, plaque
+460:brassiere, bra, bandeau
+461:breakwater, groin, groyne, mole, bulwark, seawall, jetty
+462:breastplate, aegis, egis
+463:broom
+464:bucket, pail
+465:buckle
+466:bulletproof vest
+467:bullet train, bullet
+468:butcher shop, meat market
+469:cab, hack, taxi, taxicab
+470:caldron, cauldron
+471:candle, taper, wax light
+472:cannon
+473:canoe
+474:can opener, tin opener
+475:cardigan
+476:car mirror
+477:carousel, carrousel, merry-go-round, roundabout, whirligig
+478:carpenter's kit, tool kit
+479:carton
+480:car wheel
+481:cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM
+482:cassette
+483:cassette player
+484:castle
+485:catamaran
+486:CD player
+487:cello, violoncello
+488:cellular telephone, cellular phone, cellphone, cell, mobile phone
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+516:cowboy hat, ten-gallon hat
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+522:Crock Pot
+523:croquet ball
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+525:cuirass
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+530:diaper, nappy, napkin
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+532:digital watch
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+534:dishrag, dishcloth
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+536:disk brake, disc brake
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+547:electric guitar
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+550:envelope
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+552:face powder
+553:feather boa, boa
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+557:fire screen, fireguard
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+561:football helmet
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+564:fountain pen
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+568:frying pan, frypan, skillet
+569:fur coat
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+577:gondola
+578:gong, tam-tam
+579:gown
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+584:guillotine
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+586:hair spray
+587:half track
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+591:hand-held computer, hand-held microcomputer
+592:handkerchief, hankie, hanky, hankey
+593:hard disc, hard disk, fixed disk
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+597:hatchet
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+600:honeycomb
+601:hook, claw
+602:hoopskirt, crinoline
+603:horizontal bar, high bar
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+605:hourglass
+606:iPod
+607:iron, smoothing iron
+608:jack-o'-lantern
+609:jean, blue jean, denim
+610:jeep, landrover
+611:jersey, T-shirt, tee shirt
+612:jigsaw puzzle
+613:jinrikisha, ricksha, rickshaw
+614:joystick
+615:kimono
+616:knee pad
+617:knot
+618:lab coat, laboratory coat
+619:ladle
+620:lampshade, lamp shade
+621:laptop, laptop computer
+622:lawn mower, mower
+623:lens cap, lens cover
+624:letter opener, paper knife, paperknife
+625:library
+626:lifeboat
+627:lighter, light, igniter, ignitor
+628:limousine, limo
+629:liner, ocean liner
+630:lipstick, lip rouge
+631:Loafer
+632:lotion
+633:loudspeaker, speaker, speaker unit, loudspeaker system, speaker system
+634:loupe, jeweler's loupe
+635:lumbermill, sawmill
+636:magnetic compass
+637:mailbag, postbag
+638:mailbox, letter box
+639:maillot
+640:maillot, tank suit
+641:manhole cover
+642:maraca
+643:marimba, xylophone
+644:mask
+645:matchstick
+646:maypole
+647:maze, labyrinth
+648:measuring cup
+649:medicine chest, medicine cabinet
+650:megalith, megalithic structure
+651:microphone, mike
+652:microwave, microwave oven
+653:military uniform
+654:milk can
+655:minibus
+656:miniskirt, mini
+657:minivan
+658:missile
+659:mitten
+660:mixing bowl
+661:mobile home, manufactured home
+662:Model T
+663:modem
+664:monastery
+665:monitor
+666:moped
+667:mortar
+668:mortarboard
+669:mosque
+670:mosquito net
+671:motor scooter, scooter
+672:mountain bike, all-terrain bike, off-roader
+673:mountain tent
+674:mouse, computer mouse
+675:mousetrap
+676:moving van
+677:muzzle
+678:nail
+679:neck brace
+680:necklace
+681:nipple
+682:notebook, notebook computer
+683:obelisk
+684:oboe, hautboy, hautbois
+685:ocarina, sweet potato
+686:odometer, hodometer, mileometer, milometer
+687:oil filter
+688:organ, pipe organ
+689:oscilloscope, scope, cathode-ray oscilloscope, CRO
+690:overskirt
+691:oxcart
+692:oxygen mask
+693:packet
+694:paddle, boat paddle
+695:paddlewheel, paddle wheel
+696:padlock
+697:paintbrush
+698:pajama, pyjama, pj's, jammies
+699:palace
+700:panpipe, pandean pipe, syrinx
+701:paper towel
+702:parachute, chute
+703:parallel bars, bars
+704:park bench
+705:parking meter
+706:passenger car, coach, carriage
+707:patio, terrace
+708:pay-phone, pay-station
+709:pedestal, plinth, footstall
+710:pencil box, pencil case
+711:pencil sharpener
+712:perfume, essence
+713:Petri dish
+714:photocopier
+715:pick, plectrum, plectron
+716:pickelhaube
+717:picket fence, paling
+718:pickup, pickup truck
+719:pier
+720:piggy bank, penny bank
+721:pill bottle
+722:pillow
+723:ping-pong ball
+724:pinwheel
+725:pirate, pirate ship
+726:pitcher, ewer
+727:plane, carpenter's plane, woodworking plane
+728:planetarium
+729:plastic bag
+730:plate rack
+731:plow, plough
+732:plunger, plumber's helper
+733:Polaroid camera, Polaroid Land camera
+734:pole
+735:police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria
+736:poncho
+737:pool table, billiard table, snooker table
+738:pop bottle, soda bottle
+739:pot, flowerpot
+740:potter's wheel
+741:power drill
+742:prayer rug, prayer mat
+743:printer
+744:prison, prison house
+745:projectile, missile
+746:projector
+747:puck, hockey puck
+748:punching bag, punch bag, punching ball, punchball
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+750:quill, quill pen
+751:quilt, comforter, comfort, puff
+752:racer, race car, racing car
+753:racket, racquet
+754:radiator
+755:radio, wireless
+756:radio telescope, radio reflector
+757:rain barrel
+758:recreational vehicle, RV, R.V.
+759:reel
+760:reflex camera
+761:refrigerator, icebox
+762:remote control, remote
+763:restaurant, eating house, eating place, eatery
+764:revolver, six-gun, six-shooter
+765:rifle
+766:rocking chair, rocker
+767:rotisserie
+768:rubber eraser, rubber, pencil eraser
+769:rugby ball
+770:rule, ruler
+771:running shoe
+772:safe
+773:safety pin
+774:saltshaker, salt shaker
+775:sandal
+776:sarong
+777:sax, saxophone
+778:scabbard
+779:scale, weighing machine
+780:school bus
+781:schooner
+782:scoreboard
+783:screen, CRT screen
+784:screw
+785:screwdriver
+786:seat belt, seatbelt
+787:sewing machine
+788:shield, buckler
+789:shoe shop, shoe-shop, shoe store
+790:shoji
+791:shopping basket
+792:shopping cart
+793:shovel
+794:shower cap
+795:shower curtain
+796:ski
+797:ski mask
+798:sleeping bag
+799:slide rule, slipstick
+800:sliding door
+801:slot, one-armed bandit
+802:snorkel
+803:snowmobile
+804:snowplow, snowplough
+805:soap dispenser
+806:soccer ball
+807:sock
+808:solar dish, solar collector, solar furnace
+809:sombrero
+810:soup bowl
+811:space bar
+812:space heater
+813:space shuttle
+814:spatula
+815:speedboat
+816:spider web, spider's web
+817:spindle
+818:sports car, sport car
+819:spotlight, spot
+820:stage
+821:steam locomotive
+822:steel arch bridge
+823:steel drum
+824:stethoscope
+825:stole
+826:stone wall
+827:stopwatch, stop watch
+828:stove
+829:strainer
+830:streetcar, tram, tramcar, trolley, trolley car
+831:stretcher
+832:studio couch, day bed
+833:stupa, tope
+834:submarine, pigboat, sub, U-boat
+835:suit, suit of clothes
+836:sundial
+837:sunglass
+838:sunglasses, dark glasses, shades
+839:sunscreen, sunblock, sun blocker
+840:suspension bridge
+841:swab, swob, mop
+842:sweatshirt
+843:swimming trunks, bathing trunks
+844:swing
+845:switch, electric switch, electrical switch
+846:syringe
+847:table lamp
+848:tank, army tank, armored combat vehicle, armoured combat vehicle
+849:tape player
+850:teapot
+851:teddy, teddy bear
+852:television, television system
+853:tennis ball
+854:thatch, thatched roof
+855:theater curtain, theatre curtain
+856:thimble
+857:thresher, thrasher, threshing machine
+858:throne
+859:tile roof
+860:toaster
+861:tobacco shop, tobacconist shop, tobacconist
+862:toilet seat
+863:torch
+864:totem pole
+865:tow truck, tow car, wrecker
+866:toyshop
+867:tractor
+868:trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi
+869:tray
+870:trench coat
+871:tricycle, trike, velocipede
+872:trimaran
+873:tripod
+874:triumphal arch
+875:trolleybus, trolley coach, trackless trolley
+876:trombone
+877:tub, vat
+878:turnstile
+879:typewriter keyboard
+880:umbrella
+881:unicycle, monocycle
+882:upright, upright piano
+883:vacuum, vacuum cleaner
+884:vase
+885:vault
+886:velvet
+887:vending machine
+888:vestment
+889:viaduct
+890:violin, fiddle
+891:volleyball
+892:waffle iron
+893:wall clock
+894:wallet, billfold, notecase, pocketbook
+895:wardrobe, closet, press
+896:warplane, military plane
+897:washbasin, handbasin, washbowl, lavabo, wash-hand basin
+898:washer, automatic washer, washing machine
+899:water bottle
+900:water jug
+901:water tower
+902:whiskey jug
+903:whistle
+904:wig
+905:window screen
+906:window shade
+907:Windsor tie
+908:wine bottle
+909:wing
+910:wok
+911:wooden spoon
+912:wool, woolen, woollen
+913:worm fence, snake fence, snake-rail fence, Virginia fence
+914:wreck
+915:yawl
+916:yurt
+917:web site, website, internet site, site
+918:comic book
+919:crossword puzzle, crossword
+920:street sign
+921:traffic light, traffic signal, stoplight
+922:book jacket, dust cover, dust jacket, dust wrapper
+923:menu
+924:plate
+925:guacamole
+926:consomme
+927:hot pot, hotpot
+928:trifle
+929:ice cream, icecream
+930:ice lolly, lolly, lollipop, popsicle
+931:French loaf
+932:bagel, beigel
+933:pretzel
+934:cheeseburger
+935:hotdog, hot dog, red hot
+936:mashed potato
+937:head cabbage
+938:broccoli
+939:cauliflower
+940:zucchini, courgette
+941:spaghetti squash
+942:acorn squash
+943:butternut squash
+944:cucumber, cuke
+945:artichoke, globe artichoke
+946:bell pepper
+947:cardoon
+948:mushroom
+949:Granny Smith
+950:strawberry
+951:orange
+952:lemon
+953:fig
+954:pineapple, ananas
+955:banana
+956:jackfruit, jak, jack
+957:custard apple
+958:pomegranate
+959:hay
+960:carbonara
+961:chocolate sauce, chocolate syrup
+962:dough
+963:meat loaf, meatloaf
+964:pizza, pizza pie
+965:potpie
+966:burrito
+967:red wine
+968:espresso
+969:cup
+970:eggnog
+971:alp
+972:bubble
+973:cliff, drop, drop-off
+974:coral reef
+975:geyser
+976:lakeside, lakeshore
+977:promontory, headland, head, foreland
+978:sandbar, sand bar
+979:seashore, coast, seacoast, sea-coast
+980:valley, vale
+981:volcano
+982:ballplayer, baseball player
+983:groom, bridegroom
+984:scuba diver
+985:rapeseed
+986:daisy
+987:yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum
+988:corn
+989:acorn
+990:hip, rose hip, rosehip
+991:buckeye, horse chestnut, conker
+992:coral fungus
+993:agaric
+994:gyromitra
+995:stinkhorn, carrion fungus
+996:earthstar
+997:hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa
+998:bolete
+999:ear, spike, capitulum
+1000:toilet tissue, toilet paper, bathroom tissue