ImageNet2017檔案下載下傳
檔案說明
- imagenet_object_localization.tar.gz包含訓練集和驗證集的圖像資料和地面實況，以及測試集的圖像資料。
- 圖像注釋以PASCAL VOC 格式儲存在 XML 檔案中。使用者可以使用 PASCAL 開發工具包解析注釋。
- 注釋按它們的同義詞集（例如，“波斯貓”、“山地自行車”或“熱狗”）作為它們的
wnid
- 您可以從 http://www.image-net.org/api/download/imagenet.bbox.synset?wnid=[wnid] 下載下傳特定同義詞集的所有邊界框
- 訓練圖像位于帶有它們的同義詞集名稱的檔案夾下。驗證圖像都在同一個檔案夾中。測試圖像也都在同一個檔案夾中。
- ImageSet 檔案夾包含指定主要本地化任務的圖像清單的文本檔案。
- LOC_sample_submission.csv是送出檔案的正确格式。它包含兩列：
-
ImageId
ILSVRC2012_test_00000001
-
PredictionString
1000 240 170 260 240
862 42 24 170 186 862 292 28 430 198 862 168 24 292 190 862 299 238 443 374 862 160 195 294 357 862 3 214 135 356
-
- LOC_train_solution.csv和LOC_val_solution.csv：這些資訊已經在imagenet_object_localization.tar.gz中可用，但我們提供的
csv
-
ImageId
n02017213_7894
ILSVRC2012_val_00048981
-
PredictionString
n01978287 240 170 260 240
n04447861 248 177 417 332 n04447861 171 156 251 175 n04447861 24 133 115 254
-
- LOC_synset_mapping.txt：1000 個同義詞集 id 與其描述之間的映射。例如，第 1 行表示
n01440764 tench, Tinca tinca
n01440764
關于LOC_synset_mapping.txt
1000 個同義詞集 ID 與其描述之間的映射。例如，第 1 行說 n01440764 tench，Tinca tinca 表示這是第 1 類，同義詞集 id 為 n01440764，其中包含魚 tench。
| num | file_name | name | label |
|---|---|---|---|
| n01440764 | 魚 | tench, Tinca tinca | |
| 1 | n01443537 | goldfish, Carassius auratus | |
| 2 | n01484850 | great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias | |
| 3 | n01491361 | tiger shark, Galeocerdo cuvieri | |
| 4 | n01494475 | hammerhead, hammerhead shark | |
| 5 | n01496331 | electric ray, crampfish, numbfish, torpedo | |
| 6 | n01498041 | stingray | |
| 7 | n01514668 | 雞 | cock |
| 8 | n01514859 | hen | |
| 9 | n01518878 | 鴕鳥 | ostrich, Struthio camelus |
| 10 | n01530575 | 鳥 | brambling, Fringilla montifringilla |
| 11 | n01531178 | goldfinch, Carduelis carduelis | |
| 12 | n01532829 | house finch, linnet, Carpodacus mexicanus | |
| 13 | n01534433 | junco, snowbird | |
| 14 | n01537544 | indigo bunting, indigo finch, indigo bird, Passerina cyanea | |
| 15 | n01558993 | robin, American robin, Turdus migratorius | |
| 16 | n01560419 | bulbul | |
| 17 | n01580077 | jay | |
| 18 | n01582220 | magpie | |
| 19 | n01592084 | chickadee | |
| 20 | n01601694 | water ouzel, dipper | |
| 21 | n01608432 | kite | |
| 22 | n01614925 | 鷹 | bald eagle, American eagle, Haliaeetus leucocephalus |
| 23 | n01616318 | vulture | |
| 24 | n01622779 | 貓頭鷹 | great grey owl, great gray owl, Strix nebulosa |
| 25 | n01629819 | 壁虎 | European fire salamander, Salamandra salamandra |
| 26 | n01630670 | common newt, Triturus vulgaris | |
| 27 | n01631663 | eft | |
| 28 | n01632458 | spotted salamander, Ambystoma maculatum | |
| 29 | n01632777 | axolotl, mud puppy, Ambystoma mexicanum | |
| 30 | n01641577 | 蛤蟆 | bullfrog, Rana catesbeiana |
| 31 | n01644373 | 青蛙 | tree frog, tree-frog |
| 32 | n01644900 | ailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui | |
| 33 | n01664065 | 龜 | loggerhead, loggerhead turtle, Caretta caretta |
| 34 | n01665541 | leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea | |
| 35 | n01667114 | mud turtle | |
| 36 | n01667778 | terrapin | |
| 37 | n01669191 | box turtle, box tortoise | |
| 38 | n01675722 | 蜥蜴 | banded gecko |
| 39 | n01677366 | common iguana, iguana, Iguana iguana | |
| 40 | n01682714 | American chameleon, anole, Anolis carolinensis | |
| 41 | n01685808 | whiptail, whiptail lizard | |
| 42 | n01687978 | agama | |
| 43 | n01688243 | frilled lizard, Chlamydosaurus kingi | |
| 44 | n01689811 | alligator lizard | |
| 45 | n01692333 | Gila monster, Heloderma suspectum | |
| 46 | n01693334 | green lizard, Lacerta viridis | |
| 47 | n01694178 | African chameleon, Chamaeleo chamaeleon | |
| 48 | n01695060 | Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis | |
| 49 | n01697457 | 鳄魚 | African crocodile, Nile crocodile, Crocodylus niloticus |
| 50 | n01698640 | American alligator, Alligator mississipiensis | |
| 51 | n01704323 | 恐龍 | triceratops |
| 52 | n01728572 | 蛇 | thunder snake, worm snake, Carphophis amoenus |
| 53 | n01728920 | ringneck snake, ring-necked snake, ring snake | |
| 54 | n01729322 | hognose snake, puff adder, sand viper | |
| 55 | n01729977 | green snake, grass snake | |
| 56 | n01734418 | king snake, kingsnake | |
| 57 | n01735189 | garter snake, grass snake | |
| 58 | n01737021 | water snake | |
| 59 | n01739381 | vine snake | |
| 60 | n01740131 | night snake, Hypsiglena torquata | |
| 61 | n01742172 | boa constrictor, Constrictor constrictor | |
| 62 | n01744401 | rock python, rock snake, Python sebae | |
| 63 | n01748264 | Indian cobra, Naja naja | |
| 64 | n01749939 | green mamba | |
| 65 | n01751748 | sea snake | |
| 66 | n01753488 | horned viper, cerastes, sand viper, horned asp, Cerastes cornutus | |
| 67 | n01755581 | diamondback, diamondback rattlesnake, Crotalus adamanteus | |
| 68 | n01756291 | sidewinder, horned rattlesnake, Crotalus cerastes | |
| 69 | n01768244 | 化石 | trilobite |
| 70 | n01770081 | 蜘蛛 | harvestman, daddy longlegs, Phalangium opilio |
| 71 | n01770393 | 蠍子 | scorpion |
| 72 | n01773157 | black and gold garden spider, Argiope aurantia | |
| 73 | n01773549 | barn spider, Araneus cavaticus | |
| 74 | n01773797 | garden spider, Aranea diademata | |
| 75 | n01774384 | black widow, Latrodectus mactans | |
| 76 | n01774750 | tarantula | |
| 77 | n01775062 | wolf spider, hunting spider | |
| 78 | n01776313 | tick | |
| 79 | n01784675 | 蜈蚣 | centipede |
| 80 | n01795545 | black grouse | |
| 81 | n01796340 | ptarmigan | |
| 82 | n01797886 | ruffed grouse, partridge, Bonasa umbellus | |
| 83 | n01798484 | prairie chicken, prairie grouse, prairie fowl | |
| 84 | n01806143 | 孔雀 | peacock |
| 85 | n01806567 | quail | |
| 86 | n01807496 | partridge | |
| 87 | n01817953 | African grey, African gray, Psittacus erithacus | |
| 88 | n01818515 | macaw | |
| 89 | n01819313 | sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita | |
| 90 | n01820546 | lorikeet | |
| 91 | n01824575 | coucal | |
| 92 | n01828970 | bee eater | |
| 93 | n01829413 | hornbill | |
| 94 | n01833805 | hummingbird | |
| 95 | n01843065 | jacamar | |
| 96 | n01843383 | toucan | |
| 97 | n01847000 | 鴨子 | drake |
| 98 | n01855032 | 鵝 | red-breasted merganser, Mergus serrator |
| 99 | n01855672 | goose | |
| 100 | n01860187 | black swan, Cygnus atratus | |
| 101 | n01871265 | 大象 | tusker |
| 102 | n01872401 | 刺猬 | echidna, spiny anteater, anteater |
| 103 | n01873310 | 鴨嘴獸 | platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus |
| 104 | n01877812 | 袋鼠 | wallaby, brush kangaroo |
| 105 | n01882714 | 考拉 | koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus |
| 106 | n01883070 | 土撥鼠 | wombat |
| 107 | n01910747 | 水母 | jellyfish |
| 108 | n01914609 | 珊瑚 | sea anemone, anemone |
| 109 | n01917289 | brain coral | |
| 110 | n01924916 | 海洋生物 | flatworm, platyhelminth |
| 111 | n01930112 | 海蛇 | nematode, nematode worm, roundworm |
| 112 | n01943899 | 海螺 | conch |
| 113 | n01944390 | 蝸牛 | snail |
| 114 | n01945685 | slug | |
| 115 | n01950731 | sea slug, nudibranch | |
| 116 | n01955084 | chiton, coat-of-mail shell, sea cradle, polyplacophore | |
| 117 | n01968897 | chambered nautilus, pearly nautilus, nautilus | |
| 118 | n01978287 | 螃蟹 | Dungeness crab, Cancer magister |
| 119 | n01978455 | rock crab, Cancer irroratus | |
| 120 | n01980166 | fiddler crab | |
| 121 | n01981276 | king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica | |
| 122 | n01983481 | 龍蝦 | American lobster, Northern lobster, Maine lobster, Homarus americanus |
| 123 | n01984695 | spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish | |
| 124 | n01985128 | crayfish, crawfish, crawdad, crawdaddy | |
| 125 | n01986214 | 寄居蟹 | hermit crab |
| 126 | n01990800 | isopod | |
| 127 | n02002556 | white stork, Ciconia ciconia | |
| 128 | n02002724 | black stork, Ciconia nigra | |
| 129 | n02006656 | spoonbill | |
| 130 | n02007558 | flamingo | |
| 131 | n02009229 | little blue heron, Egretta caerulea | |
| 132 | n02009912 | American egret, great white heron, Egretta albus | |
| 133 | n02011460 | bittern | |
| 134 | n02012849 | crane | |
| 135 | n02013706 | limpkin, Aramus pictus | |
| 136 | n02017213 | European gallinule, Porphyrio porphyrio | |
| 137 | n02018207 | American coot, marsh hen, mud hen, water hen, Fulica americana | |
| 138 | n02018795 | bustard | |
| 139 | n02025239 | ruddy turnstone, Arenaria interpres | |
| 140 | n02027492 | red-backed sandpiper, dunlin, Erolia alpina | |
| 141 | n02028035 | redshank, Tringa totanus | |
| 142 | n02033041 | dowitcher | |
| 143 | n02037110 | oystercatcher, oyster catcher | |
| 144 | n02051845 | pelican | |
| 145 | n02056570 | 企鵝 | king penguin, Aptenodytes patagonica |
| 146 | n02058221 | albatross, mollymawk | |
| 147 | n02066245 | 鲸魚 | grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus |
| 148 | n02071294 | killer whale, killer, orca, grampus, sea wolf, Orcinus orca | |
| 149 | n02074367 | 海象 | dugong, Dugong dugon |
| 150 | n02077923 | 海獅 | sea lion |
| 151 | n02085620 | 狗 | Chihuahua |
| 152 | n02085782 | Japanese spaniel | |
| 153 | n02085936 | Maltese dog, Maltese terrier, Maltese | |
| 154 | n02086079 | Pekinese, Pekingese, Peke | |
| 155 | n02086240 | Shih-Tzu | |
| 156 | n02086646 | Blenheim spaniel | |
| 157 | n02086910 | papillon | |
| 158 | n02087046 | toy terrier | |
| 159 | n02087394 | Rhodesian ridgeback | |
| 160 | n02088094 | Afghan hound, Afghan | |
| 161 | n02088238 | basset, basset hound | |
| 162 | n02088364 | beagle | |
| 163 | n02088466 | bloodhound, sleuthhound | |
| 164 | n02088632 | bluetick | |
| 165 | n02089078 | black-and-tan coonhound | |
| 166 | n02089867 | Walker hound, Walker foxhound | |
| 167 | n02089973 | English foxhound | |
| 168 | n02090379 | 狗, | redbone |
| 169 | n02090622 | borzoi, Russian wolfhound | |
| 170 | n02090721 | Irish wolfhound | |
| 171 | n02091032 | Italian greyhound | |
| 172 | n02091134 | whippet | |
| 173 | n02091244 | Ibizan hound, Ibizan Podenco | |
| 174 | n02091467 | Norwegian elkhound, elkhound | |
| 175 | n02091635 | otterhound, otter hound | |
| 176 | n02091831 | Saluki, gazelle hound | |
| 177 | n02092002 | Scottish deerhound, deerhound | |
| 178 | n02092339 | Weimaraner | |
| 179 | n02093256 | Staffordshire bullterrier, Staffordshire bull terrier | |
| 180 | n02093428 | American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier | |
| 181 | n02093647 | Bedlington terrier | |
| 182 | n02093754 | Border terrier | |
| 183 | n02093859 | Kerry blue terrier | |
| 184 | n02093991 | Irish terrier | |
| 185 | n02094114 | Norfolk terrier | |
| 186 | n02094258 | Norwich terrier | |
| 187 | n02094433 | Yorkshire terrier | |
| 188 | n02095314 | wire-haired fox terrier | |
| 189 | n02095570 | Lakeland terrier | |
| 190 | n02095889 | Sealyham terrier, Sealyham | |
| 191 | n02096051 | Airedale, Airedale terrier | |
| 192 | n02096177 | cairn, cairn terrier | |
| 193 | n02096294 | Australian terrier | |
| 194 | n02096437 | Dandie Dinmont, Dandie Dinmont terrier | |
| 195 | n02096585 | Boston bull, Boston terrier | |
| 196 | n02097047 | miniature schnauzer | |
| 197 | n02097130 | giant schnauzer | |
| 198 | n02097209 | standard schnauzer | |
| 199 | n02097298 | Scotch terrier, Scottish terrier, Scottie | |
| 200 | n02097474 | Tibetan terrier, chrysanthemum dog | |
| 201 | n02097658 | silky terrier, Sydney silky | |
| 202 | n02098105 | soft-coated wheaten terrier | |
| 203 | n02098286 | West Highland white terrier | |
| 204 | n02098413 | Lhasa, Lhasa apso | |
| 205 | n02099267 | flat-coated retriever | |
| 206 | n02099429 | curly-coated retriever | |
| 207 | n02099601 | golden retriever | |
| 208 | n02099712 | Labrador retriever | |
| 209 | n02099849 | Chesapeake Bay retriever | |
| 210 | n02100236 | German short-haired pointer | |
| 211 | n02100583 | vizsla, Hungarian pointer | |
| 212 | n02100735 | English setter | |
| 213 | n02100877 | Irish setter, red setter | |
| 214 | n02101006 | Gordon setter | |
| 215 | n02101388 | Brittany spaniel | |
| 216 | n02101556 | clumber, clumber spaniel | |
| 217 | n02102040 | English springer, English springer spaniel | |
| 218 | n02102177 | Welsh springer spaniel | |
| 219 | n02102318 | cocker spaniel, English cocker spaniel, cocker | |
| 220 | n02102480 | Sussex spaniel | |
| 221 | n02102973 | Irish water spaniel | |
| 222 | n02104029 | kuvasz | |
| 223 | n02104365 | schipperke | |
| 224 | n02105056 | groenendael | |
| 225 | n02105162 | malinois | |
| 226 | n02105251 | briard | |
| 227 | n02105412 | kelpie | |
| 228 | n02105505 | komondor | |
| 229 | n02105641 | Old English sheepdog, bobtail | |
| 230 | n02105855 | Shetland sheepdog, Shetland sheep dog, Shetland | |
| 231 | n02106030 | collie | |
| 232 | n02106166 | Border collie | |
| 233 | n02106382 | Bouvier des Flandres, Bouviers des Flandres | |
| 234 | n02106550 | Rottweiler | |
| 235 | n02106662 | German shepherd, German shepherd dog, German police dog, alsatian | |
| 236 | n02107142 | Doberman, Doberman pinscher | |
| 237 | n02107312 | miniature pinscher | |
| 238 | n02107574 | Greater Swiss Mountain dog | |
| 239 | n02107683 | Bernese mountain dog | |
| 240 | n02107908 | Appenzeller | |
| 241 | n02108000 | EntleBucher | |
| 242 | n02108089 | boxer | |
| 243 | n02108422 | bull mastiff | |
| 244 | n02108551 | Tibetan mastiff | |
| 245 | n02108915 | French bulldog | |
| 246 | n02109047 | Great Dane | |
| 247 | n02109525 | Saint Bernard, St Bernard | |
| 248 | n02109961 | Eskimo dog, husky | |
| 249 | n02110063 | malamute, malemute, Alaskan malamute | |
| 250 | n02110185 | Siberian husky | |
| 251 | n02110341 | dalmatian, coach dog, carriage dog | |
| 252 | n02110627 | affenpinscher, monkey pinscher, monkey dog | |
| 253 | n02110806 | basenji | |
| 254 | n02110958 | pug, pug-dog | |
| 255 | n02111129 | Leonberg | |
| 256 | n02111277 | Newfoundland, Newfoundland dog | |
| 257 | n02111500 | Great Pyrenees | |
| 258 | n02111889 | Samoyed, Samoyede | |
| 259 | n02112018 | Pomeranian | |
| 260 | n02112137 | chow, chow chow | |
| 261 | n02112350 | keeshond | |
| 262 | n02112706 | Brabancon griffon | |
| 263 | n02113023 | Pembroke, Pembroke Welsh corgi | |
| 264 | n02113186 | Cardigan, Cardigan Welsh corgi | |
| 265 | n02113624 | toy poodle | |
| 266 | n02113712 | miniature poodle | |
| 267 | n02113799 | standard poodle | |
| 268 | n02113978 | Mexican hairless | |
| 269 | n02114367 | 狼 | timber wolf, grey wolf, gray wolf, Canis lupus |
| 270 | n02114548 | white wolf, Arctic wolf, Canis lupus tundrarum | |
| 271 | n02114712 | red wolf, maned wolf, Canis rufus, Canis niger | |
| 272 | n02114855 | coyote, prairie wolf, brush wolf, Canis latrans | |
| 273 | n02115641 | dingo, warrigal, warragal, Canis dingo | |
| 274 | n02115913 | dhole, Cuon alpinus | |
| 275 | n02116738 | African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus | |
| 276 | n02117135 | hyena, hyaena | |
| 277 | n02119022 | 狐狸 | red fox, Vulpes vulpes |
| 278 | n02119789 | kit fox, Vulpes macrotis | |
| 279 | n02120079 | Arctic fox, white fox, Alopex lagopus | |
| 280 | n02120505 | grey fox, gray fox, Urocyon cinereoargenteus | |
| 281 | n02123045 | 貓 | tabby, tabby cat |
| 282 | n02123159 | tiger cat | |
| 283 | n02123394 | Persian cat | |
| 284 | n02123597 | Siamese cat, Siamese | |
| 285 | n02124075 | Egyptian cat | |
| 286 | n02125311 | cougar, puma, catamount, mountain lion, painter, panther, Felis concolor | |
| 287 | n02127052 | lynx, catamount | |
| 288 | n02128385 | 豹 | leopard, Panthera pardus |
| 289 | n02128757 | snow leopard, ounce, Panthera uncia | |
| 290 | n02128925 | jaguar, panther, Panthera onca, Felis onca | |
| 291 | n02129165 | 獅子 | lion, king of beasts, Panthera leo |
| 292 | n02129604 | 老虎 | tiger, Panthera tigris |
| 293 | n02130308 | cheetah, chetah, Acinonyx jubatus | |
| 294 | n02132136 | 熊 | brown bear, bruin, Ursus arctos |
| 295 | n02133161 | American black bear, black bear, Ursus americanus, Euarctos americanus | |
| 296 | n02134084 | ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus | |
| 297 | n02134418 | sloth bear, Melursus ursinus, Ursus ursinus | |
| 298 | n02137549 | 貓鼬 | mongoose |
| 299 | n02138441 | meerkat, mierkat | |
| 300 | n02165105 | 昆蟲 | tiger beetle |
| 301 | n02165456 | ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle | |
| 302 | n02167151 | ground beetle, carabid beetle | |
| 303 | n02168699 | long-horned beetle, longicorn, longicorn beetle | |
| 304 | n02169497 | leaf beetle, chrysomelid | |
| 305 | n02172182 | dung beetle | |
| 306 | n02174001 | rhinoceros beetle | |
| 307 | n02177972 | weevil | |
| 308 | n02190166 | fly | |
| 309 | n02206856 | bee | |
| 310 | n02219486 | ant, emmet, pismire | |
| 311 | n02226429 | grasshopper, hopper | |
| 312 | n02229544 | cricket | |
| 313 | n02231487 | walking stick, walkingstick, stick insect | |
| 314 | n02233338 | cockroach, roach | |
| 315 | n02236044 | mantis, mantid | |
| 316 | n02256656 | cicada, cicala | |
| 317 | n02259212 | leafhopper | |
| 318 | n02264363 | lacewing, lacewing fly | |
| 319 | n02268443 | 蜻蜓 | dragonfly, darning needle, devil’s darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk |
| 320 | n02268853 | damselfly | |
| 321 | n02276258 | 蝴蝶 | admiral |
| 322 | n02277742 | ringlet, ringlet butterfly | |
| 323 | n02279972 | monarch, monarch butterfly, milkweed butterfly, Danaus plexippus | |
| 324 | n02280649 | cabbage butterfly | |
| 325 | n02281406 | sulphur butterfly, sulfur butterfly | |
| 326 | n02281787 | lycaenid, lycaenid butterfly | |
| 327 | n02317335 | 海星 | starfish, sea star |
| 328 | n02319095 | 海膽 | sea urchin |
| 329 | n02321529 | sea cucumber, holothurian | |
| 330 | n02325366 | 兔子 | wood rabbit, cottontail, cottontail rabbit |
| 331 | n02326432 | hare | |
| 332 | n02328150 | Angora, Angora rabbit | |
| 333 | n02342885 | 鼠 | hamster |
| 334 | n02346627 | porcupine, hedgehog | |
| 335 | n02356798 | 松鼠 | fox squirrel, eastern fox squirrel, Sciurus niger |
| 336 | n02361337 | marmot | |
| 337 | n02363005 | beaver | |
| 338 | n02364673 | guinea pig, Cavia cobaya | |
| 339 | n02389026 | 馬 | sorrel |
| 340 | n02391049 | 斑馬 | zebra |
| 341 | n02395406 | 豬 | hog, pig, grunter, squealer, Sus scrofa |
| 342 | n02396427 | wild boar, boar, Sus scrofa | |
| 343 | n02397096 | warthog | |
| 344 | n02398521 | 河馬 | hippopotamus, hippo, river horse, Hippopotamus amphibius |
| 345 | n02403003 | 牛 | ox |
| 346 | n02408429 | water buffalo, water ox, Asiatic buffalo, Bubalus bubalis | |
| 347 | n02410509 | bison | |
| 348 | n02412080 | 羊 | ram, tup |
| 349 | n02415577 | bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis | |
| 350 | n02417914 | ibex, Capra ibex | |
| 351 | n02422106 | hartebeest | |
| 352 | n02422699 | impala, Aepyceros melampus | |
| 353 | n02423022 | gazelle | |
| 354 | n02437312 | 駱駝 | Arabian camel, dromedary, Camelus dromedarius |
| 355 | n02437616 | 羊駝 | llama |
| 356 | n02441942 | 狸 | weasel |
| 357 | n02442845 | mink | |
| 358 | n02443114 | polecat, fitch, foulmart, foumart, Mustela putorius | |
| 359 | n02443484 | black-footed ferret, ferret, Mustela nigripes | |
| 360 | n02444819 | otter | |
| 361 | n02445715 | skunk, polecat, wood pussy | |
| 362 | n02447366 | badger | |
| 363 | n02454379 | 穿山甲 | armadillo |
| 364 | n02457408 | 樹懶 | three-toed sloth, ai, Bradypus tridactylus |
| 365 | n02480495 | 狒狒 | orangutan, orang, orangutang, Pongo pygmaeus |
| 366 | n02480855 | 猩猩 | gorilla, Gorilla gorilla |
| 367 | n02481823 | 猴子 | chimpanzee, chimp, Pan troglodytes |
| 368 | n02483362 | gibbon, Hylobates lar | |
| 369 | n02483708 | siamang, Hylobates syndactylus, Symphalangus syndactylus | |
| 370 | n02484975 | guenon, guenon monkey | |
| 371 | n02486261 | patas, hussar monkey, Erythrocebus patas | |
| 372 | n02486410 | baboon | |
| 373 | n02487347 | macaque | |
| 374 | n02488291 | langur | |
| 375 | n02488702 | colobus, colobus monkey | |
| 376 | n02489166 | proboscis monkey, Nasalis larvatus | |
| 377 | n02490219 | marmoset | |
| 378 | n02492035 | capuchin, ringtail, Cebus capucinus | |
| 379 | n02492660 | howler monkey, howler | |
| 380 | n02493509 | titi, titi monkey | |
| 381 | n02493793 | spider monkey, Ateles geoffroyi | |
| 382 | n02494079 | squirrel monkey, Saimiri sciureus | |
| 383 | n02497673 | Madagascar cat, ring-tailed lemur, Lemur catta | |
| 384 | n02500267 | indri, indris, Indri indri, Indri brevicaudatus | |
| 385 | n02504013 | Indian elephant, Elephas maximus | |
| 386 | n02504458 | African elephant, Loxodonta africana | |
| 387 | n02509815 | 浣熊 | lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens |
| 388 | n02510455 | 熊貓 | giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca |
| 389 | n02514041 | barracouta, snoek | |
| 390 | n02526121 | eel | |
| 391 | n02536864 | coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch | |
| 392 | n02606052 | rock beauty, Holocanthus tricolor | |
| 393 | n02607072 | anemone fish | |
| 394 | n02640242 | sturgeon | |
| 395 | n02641379 | gar, garfish, garpike, billfish, Lepisosteus osseus | |
| 396 | n02643566 | lionfish | |
| 397 | n02655020 | puffer, pufferfish, blowfish, globefish | |
| 398 | n02666196 | 算盤 | abacus |
| 399 | n02667093 | 穆斯林 | abaya |
| 400 | n02669723 | 學士服 | academic gown, academic robe, judge’s robe |
| 401 | n02672831 | 手風琴 | accordion, piano accordion, squeeze box |
| 402 | n02676566 | 吉他 | acoustic guitar |
| 403 | n02687172 | 航空母艦 | aircraft carrier, carrier, flattop, attack aircraft carrier |
| 404 | n02690373 | 飛機 | airliner |
| 405 | n02692877 | 飛艇 | airship, dirigible |
| 406 | n02699494 | 教堂 | altar |
| 407 | n02701002 | 救護車 | check, ambulance |
| 408 | n02704792 | 水陸兩用車 | check, amphibian, amphibious vehicle |
| 409 | n02708093 | 鐘 | analog clock |
| 410 | n02727426 | 箱子 | apiary, bee house |
| 411 | n02730930 | 圍裙 | apron |
| 412 | n02747177 | 垃圾箱 | ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin |
| 413 | n02749479 | 槍 | assault rifle, assault gun |
| 414 | n02769748 | 背包 | backpack, back pack, knapsack, packsack, rucksack, haversack |
| 415 | n02776631 | 面包櫃 | bakery, bakeshop, bakehouse |
| 416 | n02777292 | 體操 | balance beam, beam |
| 417 | n02782093 | 熱氣球 | balloon |
| 418 | n02783161 | 鋼筆 | ballpoint, ballpoint pen, ballpen, Biro |
| 419 | n02786058 | 邦迪 | Band Aid |
| 420 | n02787622 | 樂器 | banjo |
| 421 | n02788148 | 樓梯 | bannister, banister, balustrade, balusters, handrail |
| 422 | n02790996 | 杠鈴 | barbell |
| 423 | n02791124 | 座椅 | barber chair |
| 424 | n02791270 | 理發 | barbershop |
| 425 | n02793495 | 木屋 | barn |
| 426 | n02794156 | 表 | barometer |
| 427 | n02795169 | 酒桶 | barrel, cask |
| 428 | n02797295 | 手推車 | barrow, garden cart, lawn cart, wheelbarrow |
| 429 | n02799071 | 棒球 | baseball |
| 430 | n02802426 | 籃球 | basketball |
| 431 | n02804414 | 嬰兒 | bassinet |
| 432 | n02804610 | bassoon | |
| 433 | n02807133 | 遊泳 | bathing cap, swimming cap |
| 434 | n02808304 | 嬰兒毛巾 | bath towel |
| 435 | n02808440 | 浴缸 | bathtub, bathing tub, bath, tub |
| 436 | n02814533 | 轎車 | check, beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon |
| 437 | n02814860 | 燈塔 | beacon, lighthouse, beacon light, pharos |
| 438 | n02815834 | 燒杯 | beaker |
| 439 | n02817516 | 守衛 | bearskin, busby, shako |
| 440 | n02823428 | 啤酒 | beer bottle |
| 441 | n02823750 | beer glass | |
| 442 | n02825657 | 建築 | bell cote, bell cot |
| 443 | n02834397 | 圍兜 | bib |
| 444 | n02835271 | 雙人自行車 | bicycle-built-for-two, tandem bicycle, tandem |
| 445 | n02837789 | 比基尼 | bikini, two-piece |
| 446 | n02840245 | 筆記本 | binder, ring-binder |
| 447 | n02841315 | 望遠鏡 | binoculars, field glasses, opera glasses |
| 448 | n02843684 | 信箱 | birdhouse |
| 449 | n02859443 | 小屋 | boathouse |
| 450 | n02860847 | 雪橇 | bobsled, bobsleigh, bob |
| 451 | n02865351 | 項鍊 | bolo tie, bolo, bola tie, bola |
| 452 | n02869837 | 帽子 | bonnet, poke bonnet |
| 453 | n02870880 | 書櫃 | bookcase |
| 454 | n02871525 | 書店 | bookshop, bookstore, bookstall |
| 455 | n02877765 | 瓶蓋 | bottlecap |
| 456 | n02879718 | 弓箭 | bow |
| 457 | n02883205 | 領結 | bow tie, bow-tie, bowtie |
| 458 | n02892201 | 墓碑 | brass, memorial tablet, plaque |
| 459 | n02892767 | 胸罩 | brassiere, bra, bandeau |
| 460 | n02894605 | 海岸 | breakwater, groin, groyne, mole, bulwark, seawall, jetty |
| 461 | n02895154 | 盔甲 | breastplate, aegis, egis |
| 462 | n02906734 | 掃帚 | broom |
| 463 | n02909870 | 水桶 | bucket, pail |
| 464 | n02910353 | 皮帶 | buckle |
| 465 | n02916936 | 防彈背心 | bulletproof vest |
| 466 | n02917067 | 火車 | bullet train, bullet |
| 467 | n02927161 | 肉鋪 | butcher shop, meat market |
| 468 | n02930766 | 計程車 | check, cab, hack, taxi, taxicab |
| 469 | n02939185 | 鍋 | caldron, cauldron |
| 470 | n02948072 | 蠟燭 | candle, taper, wax light |
| 471 | n02950826 | 炮 | cannon |
| 472 | n02951358 | 艇 | canoe |
| 473 | n02951585 | 訂書機 | can opener, tin opener |
| 474 | n02963159 | 毛衣 | cardigan |
| 475 | n02965783 | 反光鏡 | car mirror |
| 476 | n02966193 | 旋轉木馬 | carousel, carrousel, merry-go-round, roundabout, whirligig |
| 477 | n02966687 | 工具箱 | carpenter’s kit, tool kit |
| 478 | n02971356 | 盒子 | carton |
| 479 | n02974003 | 輪胎 | car wheel |
| 480 | n02977058 | 取款機 | cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM |
| 481 | n02978881 | 錄音帶 | cassette |
| 482 | n02979186 | cassette player | |
| 483 | n02980441 | 城堡 | castle |
| 484 | n02981792 | 帆船 | catamaran |
| 485 | n02988304 | cd播放器 | CD player |
| 486 | n02992211 | 大提琴 | cello, violoncello |
| 487 | n02992529 | 手機 | cellular telephone, cellular phone, cellphone, cell, mobile phone |
| 488 | n02999410 | 鐵鍊 | chain |
| 489 | n03000134 | 鐵絲網 | chainlink fence |
| 490 | n03000247 | chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour | |
| 491 | n03000684 | 電鋸 | chain saw, chainsaw |
| 492 | n03014705 | 木箱 | chest |
| 493 | n03016953 | 木櫃 | chiffonier, commode |
| 494 | n03017168 | 鑼鼓 | chime, bell, gong |
| 495 | n03018349 | 櫃子 | china cabinet, china closet |
| 496 | n03026506 | 襪子 | Christmas stocking |
| 497 | n03028079 | church, church building | |
| 498 | n03032252 | 劇院 | cinema, movie theater, movie theatre, movie house, picture palace |
| 499 | n03041632 | 刀 | cleaver, meat cleaver, chopper |
| 500 | n03042490 | 堡壘 | cliff dwelling |
| 501 | n03045698 | 鬥篷 | cloak |
| 502 | n03047690 | 鞋子 | clog, geta, patten, sabot |
| 503 | n03062245 | 瓶子 | cocktail shaker |
| 504 | n03063599 | 杯子 | coffee mug |
| 505 | n03063689 | 壺 | coffeepot |
| 506 | n03065424 | 螺旋 | coil, spiral, volute, whorl, helix |
| 507 | n03075370 | 鎖 | combination lock |
| 508 | n03085013 | 鍵盤 | computer keyboard, keypad |
| 509 | n03089624 | 糖果 | confectionery, confectionary, candy store |
| 510 | n03095699 | 船 | container ship, containership, container vessel |
| 511 | n03100240 | check, convertible | |
| 512 | n03109150 | 開瓶器 | corkscrew, bottle screw |
| 513 | n03110669 | 号（樂器） | cornet, horn, trumpet, trump |
| 514 | n03124043 | 靴子 | cowboy boot |
| 515 | n03124170 | cowboy hat, ten-gallon hat | |
| 516 | n03125729 | 嬰兒床 | cradle |
| 517 | n03126707 | 起重機 | |
| 518 | n03127747 | 頭盔 | crash helmet |
| 519 | n03127925 | crate | |
| 520 | n0131574 | crib, cot | |
| 521 | n03133878 | 電飯鍋 | Crock Pot |
| 522 | n03134739 | 推球 | croquet ball |
| 523 | n03141823 | 拐杖 | crutch |
| 524 | n03146219 | cuirass | |
| 525 | n03160309 | 水庫 | dam, dike, dyke |
| 526 | n03179701 | 辦公桌 | desk |
| 527 | n03180011 | 電腦 | desktop computer |
| 528 | n03187595 | 電話機 | dial telephone, dial phone |
| 529 | n03188531 | 尿布 | diaper, nappy, napkin |
| 530 | n03196217 | 鬧鐘 | digital clock |
| 531 | n03197337 | 手表 | digital watch |
| 532 | n03201208 | 餐桌 | dining table, board |
| 533 | n03207743 | 墊子 | dishrag, dishcloth |
| 534 | n03207941 | 洗碗櫃 | dishwasher, dish washer, dishwashing machine |
| 535 | n03208938 | 車輪 | disk brake, disc brake |
| 536 | n03216828 | 港口 | dock, dockage, docking facility |
| 537 | n03218198 | dogsled, dog sled, dog sleigh | |
| 538 | n03220513 | 穹頂 | dome |
| 539 | n03223299 | 地毯 | doormat, welcome mat |
| 540 | n03240683 | 油田 | drilling platform, offshore rig |
| 541 | n03249569 | 鼓 | drum, membranophone, tympan |
| 542 | n03250847 | 鼓棒 | drumstick |
| 543 | n03255030 | 啞鈴 | dumbbell |
| 544 | n03259280 | Dutch oven | |
| 545 | n03271574 | 風扇 | electric fan, blower |
| 546 | n03272010 | 電吉他 | electric guitar |
| 547 | n03272562 | check, electric locomotive | |
| 548 | n03290653 | 電視機 | entertainment center |
| 549 | n03291819 | 信 | envelope |
| 550 | n03297495 | 咖啡機 | espresso maker |
| 551 | n03314780 | 化妝品 | face powder |
| 552 | n03325584 | 絨毛 | feather boa, boa |
| 553 | n03337140 | file, file cabinet, filing cabinet | |
| 554 | n03344393 | 噴泉 | fireboat |
| 555 | n03345487 | 消防車 | check, fire engine, fire truck |
| 556 | n03347037 | 壁爐 | fire screen, fireguard |
| 557 | n03355925 | 旗杆 | flagpole, flagstaff |
| 558 | n03372029 | 笛子 | flute, transverse flute |
| 559 | n03376595 | folding chair | |
| 560 | n03379051 | 橄榄球 | football helmet |
| 561 | n03384352 | 叉車 | forklift |
| 562 | n03388043 | fountain | |
| 563 | n03388183 | fountain pen | |
| 564 | n03388549 | 床 | four-poster |
| 565 | n03393912 | freight car | |
| 566 | n03394916 | 圓号 | French horn, horn |
| 567 | n03400231 | 平底鍋 | frying pan, frypan, skillet |
| 568 | n03404251 | 裘皮 | fur coat |
| 569 | n03417042 | 卡車 | check, garbage truck, dustcart |
| 570 | n03424325 | 面具 | gasmask, respirator, gas helmet |
| 571 | n03425413 | 加油 | gas pump, gasoline pump, petrol pump, island dispenser |
| 572 | n03443371 | 酒杯 | goblet |
| 573 | n03444034 | 卡丁車 | go-kart |
| 574 | n03445777 | 高爾夫 | golf ball |
| 575 | n03445924 | 高爾夫車 | golfcart, golf cart |
| 576 | n03447447 | 小船 | gondola |
| 577 | n03447721 | gong, tam-tam | |
| 578 | n03450230 | 婚紗 | gown |
| 579 | n03452741 | 鋼琴 | grand piano, grand |
| 580 | n03457902 | 大棚 | greenhouse, nursery, glasshouse |
| 581 | n03459775 | 轎車 車标 | check, grille, radiator grille |
| 582 | n03461385 | 菜場 | grocery store, grocery, food market, market |
| 583 | n03467068 | 斷頭台 | guillotine |
| 584 | n03476684 | 發飾 | hair slide |
| 585 | n03476991 | 發蠟 | hair spray |
| 586 | n03478589 | 坦克 | half track |
| 587 | n03481172 | 榔頭 | hammer |
| 588 | n03482405 | 竹筒 | hamper |
| 589 | n03483316 | 吹風機 | hand blower, blow dryer, blow drier, hair dryer, hair drier |
| 590 | n03485407 | pos機 | hand-held computer, hand-held microcomputer |
| 591 | n03485794 | 手帕 | handkerchief, hankie, hanky, hankey |
| 592 | n03492542 | 硬碟 | hard disc, hard disk, fixed disk |
| 593 | n03494278 | 口風琴 | harmonica, mouth organ, harp, mouth harp |
| 594 | n03495258 | 豎琴 | harp |
| 595 | n03496892 | harvester, reaper | |
| 596 | n03498962 | 斧頭 | hatchet |
| 597 | n03527444 | 手槍 | holster |
| 598 | n03529860 | home theater, home theatre | |
| 599 | n03530642 | 蜂巢 | honeycomb |
| 600 | n03532672 | 鈎子 | hook, claw |
| 601 | n03534580 | 裙子 | hoopskirt, crinoline |
| 602 | n03535780 | horizontal bar, high bar | |
| 603 | n03538406 | 馬車 | horse cart, horse-cart |
| 604 | n03544143 | 沙漏 | hourglass |
| 605 | n03584254 | 音樂播放器 | iPod |
| 606 | n03584829 | 電熨鬥 | iron, smoothing iron |
| 607 | n03590841 | 南瓜燈 | jack-o’-lantern |
| 608 | n03594734 | 牛仔褲 | jean, blue jean, denim |
| 609 | n03594945 | 吉普車 | check, jeep, landrover |
| 610 | n03595614 | T恤 | jersey, T-shirt, tee shirt |
| 611 | n03598930 | 拼圖 | jigsaw puzzle |
| 612 | n03599486 | 黃包車 | jinrikisha, ricksha, rickshaw |
| 613 | n03602883 | 操縱杆 | joystick |
| 614 | n03617480 | 和服 | kimono |
| 615 | n03623198 | 護具 | knee pad |
| 616 | n03627232 | 繩結 | knot |
| 617 | n03630383 | 醫生 | lab coat, laboratory coat |
| 618 | n03633091 | 勺子 | ladle |
| 619 | n03637318 | 燈 | lampshade, lamp shade |
| 620 | n03642806 | 筆記本電腦 | laptop, laptop computer |
| 621 | n03649909 | 割草機 | lawn mower, mower |
| 622 | n03657121 | 鏡頭蓋 | lens cap, lens cover |
| 623 | n03658185 | 小刀 | letter opener, paper knife, paperknife |
| 624 | n03661043 | 圖書館 | library |
| 625 | n03662601 | 救生船 | lifeboat |
| 626 | n03666591 | 打火機 | lighter, light, igniter, ignitor |
| 627 | n03670208 | 加長車 | check, limousine, limo |
| 628 | n03673027 | 輪船 | liner, ocean liner |
| 629 | n03676483 | 口紅 | lipstick, lip rouge |
| 630 | n03680355 | Loafer | |
| 631 | n03690938 | 護膚品 | lotion |
| 632 | n03691459 | 音響 | loudspeaker, speaker, speaker unit, loudspeaker system, speaker system |
| 633 | n03692522 | 放大鏡 | loupe, jeweler’s loupe |
| 634 | n03697007 | 原木 | lumbermill, sawmill |
| 635 | n03706229 | 指南針 | magnetic compass |
| 636 | n03709823 | 包 | mailbag, postbag |
| 637 | n03710193 | 郵箱 | mailbox, letter box |
| 638 | n03710637 | 泳衣 | maillot |
| 639 | n03710721 | maillot, tank suit | |
| 640 | n03717622 | 窨井蓋 | manhole cover |
| 641 | n03720891 | 手搖鈴 | maraca |
| 642 | n03721384 | 木琴 | marimba, xylophone |
| 643 | n03724870 | mask | |
| 644 | n03729826 | 火柴 | matchstick |
| 645 | n03733131 | 繩子 | maypole |
| 646 | n03733281 | 迷宮 | maze, labyrinth |
| 647 | n03733805 | measuring cup | |
| 648 | n03742115 | 冰箱 | medicine chest, medicine cabinet |
| 649 | n03743016 | 石柱 | megalith, megalithic structure |
| 650 | n03759954 | 話筒 | microphone, mike |
| 651 | n03761084 | 微波爐 | microwave, microwave oven |
| 652 | n03763968 | 軍人 | military uniform |
| 653 | n03764736 | 水壺 | milk can |
| 654 | n03769881 | 小客車 | check, minibus |
| 655 | n03770439 | 短裙 | miniskirt, mini |
| 656 | n03770679 | 面包車 | check, minivan |
| 657 | n03773504 | 飛彈 | missile |
| 658 | n03775071 | 手套 | mitten |
| 659 | n03775546 | 碗 | mixing bowl |
| 660 | n03776460 | 房車 | mobile home, manufactured home |
| 661 | n03777568 | 老爺車 | Model T |
| 662 | n03777754 | 路由器 | modem |
| 663 | n03781244 | monastery | |
| 664 | n03782006 | 顯示器 | monitor |
| 665 | n03785016 | 機車 | check, moped |
| 666 | n03786901 | 硯 | mortar |
| 667 | n03787032 | 學士帽 | mortarboard |
| 668 | n03788195 | mosque | |
| 669 | n03788365 | 蚊帳 | mosquito net |
| 670 | n03791053 | 助動車 | check, motor scooter, scooter |
| 671 | n03792782 | 自行車 | check, mountain bike, all-terrain bike, off-roader |
| 672 | n03792972 | 帳篷 | mountain tent |
| 673 | n03793489 | 鍵盤滑鼠 | mouse, computer mouse |
| 674 | n03794056 | 捕鼠夾 | mousetrap |
| 675 | n03796401 | 貨車 卡車 | check, moving van |
| 676 | n03803284 | 狗嘴套 | muzzle |
| 677 | n03804744 | 釘子 | nail |
| 678 | n03814639 | 頸托 | neck brace |
| 679 | n03814906 | necklace | |
| 680 | n03825788 | 奶瓶 | nipple |
| 681 | n03832673 | notebook, notebook computer | |
| 682 | n03837869 | obelisk | |
| 683 | n03838899 | 黑管 | oboe, hautboy, hautbois |
| 684 | n03840681 | 埙 | ocarina, sweet potato |
| 685 | n03841143 | 儀表盤 | odometer, hodometer, mileometer, milometer |
| 686 | n03843555 | 機油濾清器 | oil filter |
| 687 | n03854065 | 管風琴 | organ, pipe organ |
| 688 | n03857828 | 示波器 | oscilloscope, scope, cathode-ray oscilloscope, CRO |
| 689 | n03866082 | 禮服 | overskirt |
| 690 | n03868242 | 牛車 | oxcart |
| 691 | n03868863 | 呼吸器 | oxygen mask |
| 692 | n03871628 | 零食 | packet |
| 693 | n03873416 | 劃槳 | paddle, boat paddle |
| 694 | n03874293 | 水輪 | paddlewheel, paddle wheel |
| 695 | n03874599 | padlock | |
| 696 | n03876231 | 刷子 | paintbrush |
| 697 | n03877472 | 睡衣 | pajama, pyjama, pj’s, jammies |
| 698 | n03877845 | palace | |
| 699 | n03884397 | panpipe, pandean pipe, syrinx | |
| 700 | n03887697 | 紙巾 | paper towel |
| 701 | n03888257 | 降落傘 | parachute, chute |
| 702 | n03888605 | parallel bars, bars | |
| 703 | n03891251 | 長椅 | park bench |
| 704 | n03891332 | 停車繳費器 | parking meter |
| 705 | n03895866 | check, passenger car, coach, carriage | |
| 706 | n03899768 | 院子 | patio, terrace |
| 707 | n03902125 | 公用電話 | pay-phone, pay-station |
| 708 | n03903868 | 柱子 | pedestal, plinth, footstall |
| 709 | n03908618 | 文具袋 | pencil box, pencil case |
| 710 | n03908714 | 卷筆刀 | pencil sharpener |
| 711 | n03916031 | 香水 | perfume, essence |
| 712 | n03920288 | 培養皿 | Petri dish |
| 713 | n03924679 | 列印機 | photocopier |
| 714 | n03929660 | 吉他撥片 | pick, plectrum, plectron |
| 715 | n03929855 | pickelhaube | |
| 716 | n03930313 | 栅欄 | picket fence, paling |
| 717 | n03930630 | check, pickup, pickup truck | |
| 718 | n03933933 | 橋 | pier |
| 719 | n03935335 | 儲蓄罐 | piggy bank, penny bank |
| 720 | n03937543 | 藥丸 | pill bottle |
| 721 | n03938244 | 枕頭 | pillow |
| 722 | n03942813 | 乒乓球 | ping-pong ball |
| 723 | n03944341 | 風車 | pinwheel |
| 724 | n03947888 | pirate, pirate ship | |
| 725 | n03950228 | 茶壺 | pitcher, ewer |
| 726 | n03954731 | 刨子 | plane, carpenter’s plane, woodworking plane |
| 727 | n03956157 | planetarium | |
| 728 | n03958227 | 塑膠袋 | plastic bag |
| 729 | n03961711 | 碗架 | plate rack |
| 730 | n03967562 | 推土機 | plow, plough |
| 731 | n03970156 | 搋子 | plunger, plumber’s helper |
| 732 | n03976467 | 相機 | Polaroid camera, Polaroid Land camera |
| 733 | n03976657 | 杆子 | pole |
| 734 | n03977966 | 警車 | check, police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria |
| 735 | n03980874 | 披風 | poncho |
| 736 | n03982430 | 桌球 | pool table, billiard table, snooker table |
| 737 | n03983396 | pop bottle, soda bottle | |
| 738 | n03991062 | 盆栽 | pot, flowerpot |
| 739 | n03992509 | 陶藝 | potter’s wheel |
| 740 | n03995372 | 鑽機 | power drill |
| 741 | n03998194 | 毯子 | prayer rug, prayer mat |
| 742 | n04004767 | printer | |
| 743 | n04005630 | 監獄 | prison, prison house |
| 744 | n04008634 | projectile, missile | |
| 745 | n04009552 | 投影儀 | projector |
| 746 | n04019541 | 冰球 | puck, hockey puck |
| 747 | n04023962 | 拳擊 | punching bag, punch bag, punching ball, punchball |
| 748 | n04026417 | 手提袋 | purse |
| 749 | n04033901 | 羽毛筆 | quill, quill pen |
| 750 | n04033995 | 床 被子 | quilt, comforter, comfort, puff |
| 751 | n04037443 | 賽車 | racer, race car, racing car |
| 752 | n04039381 | 網球 | racket, racquet |
| 753 | n04040759 | 加熱器 | radiator |
| 754 | n04041544 | 收音機 | radio, wireless |
| 755 | n04044716 | 衛星接收器 | radio telescope, radio reflector |
| 756 | n04049303 | rain barrel | |
| 757 | n04065272 | recreational vehicle, RV, R.V. | |
| 758 | n04067472 | 魚竿 | reel |
| 759 | n04069434 | reflex camera | |
| 760 | n04070727 | refrigerator, icebox | |
| 761 | n04074963 | 遙控器 | remote control, remote |
| 762 | n04081281 | 餐廳 | restaurant, eating house, eating place, eatery |
| 763 | n04086273 | revolver, six-gun, six-shooter | |
| 764 | n04090263 | 狙擊槍 | rifle |
| 765 | n04099969 | 搖椅 | rocking chair, rocker |
| 766 | n04111531 | 烤箱 | rotisserie |
| 767 | n04116512 | 橡皮 | rubber eraser, rubber, pencil eraser |
| 768 | n04118538 | rugby ball | |
| 769 | n04118776 | 尺 | rule, ruler |
| 770 | n04120489 | 運動鞋 | running shoe |
| 771 | n04125021 | 保險箱 | safe |
| 772 | n04127249 | 回形針 | safety pin |
| 773 | n04131690 | 調料瓶 | saltshaker, salt shaker |
| 774 | n04133789 | 拖鞋 | sandal |
| 775 | n04136333 | 長裙 | sarong |
| 776 | n04141076 | 薩克斯 | sax, saxophone |
| 777 | n04141327 | 劍 | scabbard |
| 778 | n04141975 | 秤 | scale, weighing machine |
| 779 | n04146614 | 校車 | school bus |
| 780 | n04147183 | schooner | |
| 781 | n04149813 | 計分闆 | scoreboard |
| 782 | n04152593 | screen, CRT screen | |
| 783 | n04153751 | 螺絲 | screw |
| 784 | n04154565 | 螺絲刀 | screwdriver |
| 785 | n04162706 | 安全帶 | seat belt, seatbelt |
| 786 | n04179913 | 縫紉機 | sewing machine |
| 787 | n04192698 | 盾牌 | shield, buckler |
| 788 | n04200800 | 鞋店 | shoe shop, shoe-shop, shoe store |
| 789 | n04201297 | 榻榻米 | shoji |
| 790 | n04204238 | 購物籃 | shopping basket |
| 791 | n04204347 | 購物車 | shopping cart |
| 792 | n04208210 | 鏟子 | shovel |
| 793 | n04209133 | 浴帽 | shower cap |
| 794 | n04209239 | 浴簾 | shower curtain |
| 795 | n04228054 | 滑雪 | ski |
| 796 | n04229816 | 面罩 | ski mask |
| 797 | n04235860 | 睡袋 | sleeping bag |
| 798 | n04238763 | 遊标卡尺 | slide rule, slipstick |
| 799 | n04239074 | 移門 | sliding door |
| 800 | n04243546 | 搖臂遊戲機 | slot, one-armed bandit |
| 801 | n04251144 | 遊泳眼鏡 | snorkel |
| 802 | n04252077 | 滑雪車 | snowmobile |
| 803 | n04252225 | 鏟雪車 | snowplow, snowplough |
| 804 | n04254120 | 洗手液 | soap dispenser |
| 805 | n04254680 | 足球 | soccer ball |
| 806 | n04254777 | sock | |
| 807 | n04258138 | 太陽能闆 | solar dish, solar collector, solar furnace |
| 808 | n04259630 | sombrero | |
| 809 | n04263257 | soup bowl | |
| 810 | n04264628 | space bar | |
| 811 | n04265275 | 電熱器 | space heater |
| 812 | n04266014 | 航天飛船 | space shuttle |
| 813 | n04270147 | 鍋鏟 | spatula |
| 814 | n04273569 | 快艇 | speedboat |
| 815 | n04275548 | 蜘蛛網 | spider web, spider’s web |
| 816 | n04277352 | 毛線 | spindle |
| 817 | n04285008 | 運動型轎車 | check, sports car, sport car |
| 818 | n04286575 | 探照燈 | spotlight, spot |
| 819 | n04296562 | 樂隊 | stage |
| 820 | n04310018 | 蒸汽機車 | steam locomotive |
| 821 | n04311004 | steel arch bridge | |
| 822 | n04311174 | steel drum | |
| 823 | n04317175 | 聽診器 | stethoscope |
| 824 | n04325704 | 擔架 | stole |
| 825 | n04326547 | 石堆 | stone wall |
| 826 | n04328186 | 秒表 | stopwatch, stop watch |
| 827 | n04330267 | 火爐 | stove |
| 828 | n04332243 | 濾網 | strainer |
| 829 | n04335435 | 公共汽車 | check, streetcar, tram, tramcar, trolley, trolley car |
| 830 | n04336792 | stretcher | |
| 831 | n04344873 | 沙發 | studio couch, day bed |
| 832 | n04346328 | 皇宮 | stupa, tope |
| 833 | n04347754 | submarine, pigboat, sub, U-boat | |
| 834 | n04350905 | 西裝 | suit, suit of clothes |
| 835 | n04355338 | 日晷 | sundial |
| 836 | n04355933 | 墨鏡 | sunglass |
| 837 | n04356056 | sunglasses, dark glasses, shades | |
| 838 | n04357314 | 防曬霜 | sunscreen, sunblock, sun blocker |
| 839 | n04366367 | suspension bridge | |
| 840 | n04367480 | 拖把 | swab, swob, mop |
| 841 | n04370456 | 連帽衫 | sweatshirt |
| 842 | n04371430 | 沙灘褲 | swimming trunks, bathing trunks |
| 843 | n04371774 | 秋千 | swing |
| 844 | n04372370 | 開關 | switch, electric switch, electrical switch |
| 845 | n04376876 | 針筒 | syringe |
| 846 | n04380533 | 台燈 | table lamp |
| 847 | n04389033 | tank, army tank, armored combat vehicle, armoured combat vehicle | |
| 848 | n04392985 | 錄音帶播放器 | tape player |
| 849 | n04398044 | teapot | |
| 850 | n04399382 | 毛絨玩具 | teddy, teddy bear |
| 851 | n04404412 | television, television system | |
| 852 | n04409515 | tennis ball | |
| 853 | n04417672 | 草屋 | thatch, thatched roof |
| 854 | n04418357 | 幕布 | theater curtain, theatre curtain |
| 855 | n04423845 | 指套 | thimble |
| 856 | n04428191 | 裝甲車 | thresher, thrasher, threshing machine |
| 857 | n04429376 | 皇位 | throne |
| 858 | n04435653 | 瓦片 | tile roof |
| 859 | n04442312 | 面包機 | toaster |
| 860 | n04443257 | 煙酒店 | tobacco shop, tobacconist shop, tobacconist |
| 861 | n04447861 | 馬桶 | toilet seat |
| 862 | n04456115 | 火炬 | torch |
| 863 | n04458633 | 圖騰 | totem pole |
| 864 | n04461696 | 大卡車 | check, tow truck, tow car, wrecker |
| 865 | n04462240 | 玩具店 | toyshop |
| 866 | n04465501 | 拖拉機 | tractor |
| 867 | n04467665 | 大貨車 | check, trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi |
| 868 | n04476259 | 碟子 盤子 | tray |
| 869 | n04479046 | 風衣 | trench coat |
| 870 | n04482393 | 兒童自行車 | tricycle, trike, velocipede |
| 871 | n04483307 | trimaran | |
| 872 | n04485082 | 三腳架 | tripod |
| 873 | n04486054 | 拱門 | triumphal arch |
| 874 | n04487081 | 巴士 | check, trolleybus, trolley coach, trackless trolley |
| 875 | n04487394 | 長号 | trombone |
| 876 | n04493381 | tub, vat | |
| 877 | n04501370 | 閘機 | turnstile |
| 878 | n04505470 | 打字機 | typewriter keyboard |
| 879 | n04507155 | 傘 | umbrella |
| 880 | n04509417 | 獨輪車 | unicycle, monocycle |
| 881 | n04515003 | upright, upright piano | |
| 882 | n04517823 | 吸塵器 | vacuum, vacuum cleaner |
| 883 | n04522168 | 花瓶 | vase |
| 884 | n04523525 | 拱廊 | vault |
| 885 | n04525038 | 珊瑚絨 | velvet |
| 886 | n04525305 | 自動販賣機 | vending machine |
| 887 | n04532106 | 教皇袍 | vestment |
| 888 | n04532670 | viaduct | |
| 889 | n04536866 | 小提琴 | violin, fiddle |
| 890 | n04540053 | 排球 | volleyball |
| 891 | n04542943 | 煎餅鍋 | waffle iron |
| 892 | n04548280 | 挂鐘 | wall clock |
| 893 | n04548362 | 錢夾 | wallet, billfold, notecase, pocketbook |
| 894 | n04550184 | wardrobe, closet, press | |
| 895 | n04552348 | warplane, military plane | |
| 896 | n04553703 | 台盆 | washbasin, handbasin, washbowl, lavabo, wash-hand basin |
| 897 | n04554684 | 洗衣機 | washer, automatic washer, washing machine |
| 898 | n04557648 | 水瓶 | water bottle |
| 899 | n04560804 | water jug | |
| 900 | n04562935 | 瓦斯包 | water tower |
| 901 | n04579145 | whiskey jug | |
| 902 | n04579432 | 哨子 | whistle |
| 903 | n04584207 | 頭發 | wig |
| 904 | n04589890 | 窗戶 | window screen |
| 905 | n04590129 | 百葉窗 | window shade |
| 906 | n04591157 | 領帶 | Windsor tie |
| 907 | n04591713 | 葡萄酒 | wine bottle |
| 908 | n04592741 | wing | |
| 909 | n04596742 | 炒鍋 | wok |
| 910 | n04597913 | wooden spoon | |
| 911 | n04599235 | 圍巾 | wool, woolen, woollen |
| 912 | n04604644 | worm fence, snake fence, snake-rail fence, Virginia fence | |
| 913 | n04606251 | 沉船 | wreck |
| 914 | n04612504 | yawl | |
| 915 | n04613696 | 蒙古包 | yurt |
| 916 | n06359193 | 網頁 | web site, website, internet site, site |
| 917 | n06596364 | 海報 | comic book |
| 918 | n06785654 | 填字遊戲 | crossword puzzle, crossword |
| 919 | n06794110 | 交通标志 | street sign |
| 920 | n06874185 | 交通燈 | traffic light, traffic signal, stoplight |
| 921 | n07248320 | 書 | book jacket, dust cover, dust jacket, dust wrapper |
| 922 | n07565083 | 菜單 | menu |
| 923 | n07579787 | 菜 | plate |
| 924 | n07583066 | guacamole | |
| 925 | n07584110 | consomme | |
| 926 | n07590611 | hot pot, hotpot | |
| 927 | n07613480 | 蛋糕 | trifle |
| 928 | n07614500 | 冰激淩 | ice cream, icecream |
| 929 | n07615774 | 棒冰 | ice lolly, lolly, lollipop, popsicle |
| 930 | n07684084 | 面包 | French loaf |
| 931 | n07693725 | 甜甜圈 | bagel, beigel |
| 932 | n07695742 | pretzel | |
| 933 | n07697313 | 漢堡 | cheeseburger |
| 934 | n07697537 | 熱狗 | hotdog, hot dog, red hot |
| 935 | n07711569 | 焗飯 | mashed potato |
| 936 | n07714571 | 蔬菜 | head cabbage |
| 937 | n07714990 | 西藍花 | broccoli |
| 938 | n07715103 | 花椰菜 | cauliflower |
| 939 | n07716358 | zucchini, courgette | |
| 940 | n07716906 | 金瓜 | spaghetti squash |
| 941 | n07717410 | 南瓜 | acorn squash |
| 942 | n07717556 | butternut squash | |
| 943 | n07718472 | 黃瓜 | cucumber, cuke |
| 944 | n07718747 | artichoke, globe artichoke | |
| 945 | n07720875 | 青椒 黃椒 紅椒 | bell pepper |
| 946 | n07730033 | 花 | cardoon |
| 947 | n07734744 | 蘑菇 | mushroom |
| 948 | n07742313 | 蘋果 | Granny Smith |
| 949 | n07745940 | 草莓 | Strawberry |
| 950 | n07747607 | 橙子 | orange |
| 951 | n07749582 | 檸檬 | lemon |
| 952 | n07753113 | 水果 | fig |
| 953 | n07753275 | 鳳梨 | pineapple, ananas |
| 954 | n07753592 | 香蕉 | banana |
| 955 | n07754684 | 榴蓮 | jackfruit, jak, jack |
| 956 | n07760859 | custard apple | |
| 957 | n07768694 | 石榴 | pomegranate |
| 958 | n07802026 | 草垛 | hay |
| 959 | n07831146 | 意大利面 | carbonara |
| 960 | n07836838 | 甜品 | chocolate sauce, chocolate syrup |
| 961 | n07860988 | 面團 | dough |
| 962 | n07871810 | 肉醬 | meat loaf, meatloaf |
| 963 | n07873807 | 披薩 | pizza, pizza pie |
| 964 | n07875152 | 派 | potpie |
| 965 | n07880968 | 肉卷 | burrito |
| 966 | n07892512 | 紅酒 | red wine |
| 967 | n07920052 | 咖啡 | espresso |
| 968 | n07930864 | 茶 | cup |
| 969 | n07932039 | 飲料杯 | eggnog |
| 970 | n09193705 | 雪山 | alp |
| 971 | n09229709 | 泡泡 | bubble |
| 972 | n09246464 | 懸崖 | cliff, drop, drop-off |
| 973 | n09256479 | coral reef | |
| 974 | n09288635 | 溫泉 | geyser |
| 975 | n09332890 | 風景 | lakeside, lakeshore |
| 976 | n09399592 | 小島 | promontory, headland, head, foreland |
| 977 | n09421951 | 沙灘 | sandbar, sand bar |
| 978 | n09428293 | 海灘 | seashore, coast, seacoast, sea-coast |
| 979 | n09468604 | 瀑布 溪流 | valley, vale |
| 980 | n09472597 | 火山 | volcano |
| 981 | n09835506 | ballplayer, baseball player | |
| 982 | n10148035 | 婚禮 | groom, bridegroom |
| 983 | n10565667 | 潛水 | scuba diver |
| 984 | n11879895 | 油菜花 | rapeseed |
| 985 | n11939491 | 菊花 | daisy |
| 986 | n12057211 | 植物 | yellow lady’s slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum |
| 987 | n12144580 | 玉米 | corn |
| 988 | n12267677 | 松果 | acorn |
| 989 | n12620546 | hip, rose hip, rosehip | |
| 990 | n12768682 | 栗子 | buckeye, horse chestnut, conker |
| 991 | n12985857 | 菌菇 | coral fungus |
| 992 | n12998815 | agaric | |
| 993 | n13037406 | gyromitra | |
| 994 | n13040303 | stinkhorn, carrion fungus | |
| 995 | n13044778 | earthstar | |
| 996 | n13052670 | hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa | |
| 997 | n13054560 | bolete | |
| 998 | n13133613 | ear, spike, capitulum | |
| 999 | n15075141 | 卷筒紙 | toilet tissue, toilet paper, bathroom tissue |
關于LOC_val_solution.csv:
包含兩列：
ImageId:
train/val 圖像的 id，例如 n02017213 7894 或 ILSVRC2012 val_00048981
PredictionString:
預測字元串是由 5 個整數分隔的空格。例如，
n01978287 240 170 260 240
表示它的标簽為 n01978287，帶有坐标邊界框（x min、y min、x max、y max）。重複的邊界框代表同一圖像中的多個框：
n04447861 248 177 417 332 n04447861 171 156 251 175 n04447861 24 133 115 254
Talk is cheap. Show me the code