ImageNet2017文件介绍及使用
ImageNet2017文件介绍及使用
文件说明
- imagenet_object_localization.tar.gz包含训练集和验证集的图像数据和地面实况,以及测试集的图像数据。
- 图像注释以PASCAL VOC 格式保存在 XML 文件中。用户可以使用 PASCAL 开发工具包解析注释。
- 注释按它们的同义词集(例如,“波斯猫”、“山地自行车”或“热狗”)作为它们的
wnid
. 这些 ID 看起来像 n00141669。每个图像的名称与注释文件名直接对应。例如,n02123394/n02123394_28.xml 的边界框是 n02123394_28.JPEG。 - 您可以从 http://www.image-net.org/api/download/imagenet.bbox.synset?wnid=[wnid] 下载特定同义词集的所有边界框
- 训练图像位于带有它们的同义词集名称的文件夹下。验证图像都在同一个文件夹中。测试图像也都在同一个文件夹中。
- ImageSet 文件夹包含指定主要本地化任务的图像列表的文本文件。
- LOC_sample_submission.csv是提交文件的正确格式。它包含两列:
ImageId
: 测试图像的id,例如ILSVRC2012_test_00000001
PredictionString
: 预测字符串应该是由 5 个整数分隔的空格。例如,1000 240 170 260 240
表示它的标签为 1000,带有坐标边界框 (x_min, y_min, x_max, y_max)。我们最多接受 5 个预测。例如,如果您提交的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
包含 6 个边界框,我们将只考虑前 5 个。
- LOC_train_solution.csv和LOC_val_solution.csv:这些信息已经在imagenet_object_localization.tar.gz中可用,但我们提供的
csv
格式与LOC_sample_submission.csv一致。每个文件包含两列:ImageId
:train/val 图像的 id,例如n02017213_7894
或ILSVRC2012_val_00048981
PredictionString
: 预测字符串是由 5 个整数分隔的空格。例如,n01978287 240 170 260 240
表示它的标签为 n01978287,带有坐标边界框 (x_min, y_min, x_max, y_max)。重复的边界框代表同一图像中的多个框:n04447861 248 177 417 332 n04447861 171 156 251 175 n04447861 24 133 115 254
- LOC_synset_mapping.txt:1000 个同义词集 id 与其描述之间的映射。例如,第 1 行表示
n01440764 tench, Tinca tinca
这是第 1 类,同义词集 id 为n01440764
,并且它包含鱼丁鱼。
关于LOC_synset_mapping.txt
1000 个同义词集 ID 与其描述之间的映射。例如,第 1 行说 n01440764 tench,Tinca tinca 表示这是第 1 类,同义词集 id 为 n01440764,其中包含鱼 tench。
num | file_name | name | label |
---|---|---|---|
0 | n01440764 | 鱼 | tench, Tinca tinca |
1 | n01443537 | 鱼 | goldfish, Carassius auratus |
2 | n01484850 | 鱼 | great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias |
3 | n01491361 | 鱼 | tiger shark, Galeocerdo cuvieri |
4 | n01494475 | 鱼 | hammerhead, hammerhead shark |
5 | n01496331 | 鱼 | electric ray, crampfish, numbfish, torpedo |
6 | n01498041 | 鱼 | stingray |
7 | n01514668 | 鸡 | cock |
8 | n01514859 | 鸡 | hen |
9 | n01518878 | 鸵鸟 | ostrich, Struthio camelus |
10 | n01530575 | 鸟 | brambling, Fringilla montifringilla |
11 | n01531178 | 鸟 | goldfinch, Carduelis carduelis |
12 | n01532829 | 鸟 | house finch, linnet, Carpodacus mexicanus |
13 | n01534433 | 鸟 | junco, snowbird |
14 | n01537544 | 鸟 | indigo bunting, indigo finch, indigo bird, Passerina cyanea |
15 | n01558993 | 鸟 | robin, American robin, Turdus migratorius |
16 | n01560419 | 鸟 | bulbul |
17 | n01580077 | 鸟 | jay |
18 | n01582220 | 鸟 | magpie |
19 | n01592084 | 鸟 | chickadee |
20 | n01601694 | 鸟 | water ouzel, dipper |
21 | n01608432 | 鸟 | kite |
22 | n01614925 | 鹰 | bald eagle, American eagle, Haliaeetus leucocephalus |
23 | n01616318 | 鹰 | vulture |
24 | n01622779 | 猫头鹰 | great grey owl, great gray owl, Strix nebulosa |
25 | n01629819 | 壁虎 | European fire salamander, Salamandra salamandra |
26 | n01630670 | 壁虎 | common newt, Triturus vulgaris |
27 | n01631663 | 壁虎 | eft |
28 | n01632458 | 壁虎 | spotted salamander, Ambystoma maculatum |
29 | n01632777 | 壁虎 | axolotl, mud puppy, Ambystoma mexicanum |
30 | n01641577 | 蛤蟆 | bullfrog, Rana catesbeiana |
31 | n01644373 | 青蛙 | tree frog, tree-frog |
32 | n01644900 | 青蛙 | ailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui |
33 | n01664065 | 龟 | loggerhead, loggerhead turtle, Caretta caretta |
34 | n01665541 | 龟 | leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea |
35 | n01667114 | 龟 | mud turtle |
36 | n01667778 | 龟 | terrapin |
37 | n01669191 | 龟 | box turtle, box tortoise |
38 | n01675722 | 蜥蜴 | banded gecko |
39 | n01677366 | 蜥蜴 | common iguana, iguana, Iguana iguana |
40 | n01682714 | 蜥蜴 | American chameleon, anole, Anolis carolinensis |
41 | n01685808 | 蜥蜴 | whiptail, whiptail lizard |
42 | n01687978 | 蜥蜴 | agama |
43 | n01688243 | 蜥蜴 | frilled lizard, Chlamydosaurus kingi |
44 | n01689811 | 蜥蜴 | alligator lizard |
45 | n01692333 | 蜥蜴 | Gila monster, Heloderma suspectum |
46 | n01693334 | 蜥蜴 | green lizard, Lacerta viridis |
47 | n01694178 | 蜥蜴 | African chameleon, Chamaeleo chamaeleon |
48 | n01695060 | 蜥蜴 | Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis |
49 | n01697457 | 鳄鱼 | African crocodile, Nile crocodile, Crocodylus niloticus |
50 | n01698640 | 鳄鱼 | American alligator, Alligator mississipiensis |
51 | n01704323 | 恐龙 | triceratops |
52 | n01728572 | 蛇 | thunder snake, worm snake, Carphophis amoenus |
53 | n01728920 | 蛇 | ringneck snake, ring-necked snake, ring snake |
54 | n01729322 | 蛇 | hognose snake, puff adder, sand viper |
55 | n01729977 | 蛇 | green snake, grass snake |
56 | n01734418 | 蛇 | king snake, kingsnake |
57 | n01735189 | 蛇 | garter snake, grass snake |
58 | n01737021 | 蛇 | water snake |
59 | n01739381 | 蛇 | vine snake |
60 | n01740131 | 蛇 | night snake, Hypsiglena torquata |
61 | n01742172 | 蛇 | boa constrictor, Constrictor constrictor |
62 | n01744401 | 蛇 | rock python, rock snake, Python sebae |
63 | n01748264 | 蛇 | Indian cobra, Naja naja |
64 | n01749939 | 蛇 | green mamba |
65 | n01751748 | 蛇 | sea snake |
66 | n01753488 | 蛇 | horned viper, cerastes, sand viper, horned asp, Cerastes cornutus |
67 | n01755581 | 蛇 | diamondback, diamondback rattlesnake, Crotalus adamanteus |
68 | n01756291 | 蛇 | sidewinder, horned rattlesnake, Crotalus cerastes |
69 | n01768244 | 化石 | trilobite |
70 | n01770081 | 蜘蛛 | harvestman, daddy longlegs, Phalangium opilio |
71 | n01770393 | 蝎子 | scorpion |
72 | n01773157 | 蜘蛛 | black and gold garden spider, Argiope aurantia |
73 | n01773549 | 蜘蛛 | barn spider, Araneus cavaticus |
74 | n01773797 | 蜘蛛 | garden spider, Aranea diademata |
75 | n01774384 | 蜘蛛 | black widow, Latrodectus mactans |
76 | n01774750 | 蜘蛛 | tarantula |
77 | n01775062 | 蜘蛛 | wolf spider, hunting spider |
78 | n01776313 | 蜘蛛 | tick |
79 | n01784675 | 蜈蚣 | centipede |
80 | n01795545 | 鸟 | black grouse |
81 | n01796340 | 鸟 | ptarmigan |
82 | n01797886 | 鸟 | ruffed grouse, partridge, Bonasa umbellus |
83 | n01798484 | 鸟 | prairie chicken, prairie grouse, prairie fowl |
84 | n01806143 | 孔雀 | peacock |
85 | n01806567 | 鸟 | quail |
86 | n01807496 | 鸟 | partridge |
87 | n01817953 | 鸟 | African grey, African gray, Psittacus erithacus |
88 | n01818515 | 鸟 | macaw |
89 | n01819313 | 鸟 | sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita |
90 | n01820546 | 鸟 | lorikeet |
91 | n01824575 | 鸟 | coucal |
92 | n01828970 | 鸟 | bee eater |
93 | n01829413 | 鸟 | hornbill |
94 | n01833805 | 鸟 | hummingbird |
95 | n01843065 | 鸟 | jacamar |
96 | n01843383 | 鸟 | toucan |
97 | n01847000 | 鸭子 | drake |
98 | n01855032 | 鹅 | red-breasted merganser, Mergus serrator |
99 | n01855672 | 鹅 | goose |
100 | n01860187 | 鹅 | black swan, Cygnus atratus |
101 | n01871265 | 大象 | tusker |
102 | n01872401 | 刺猬 | echidna, spiny anteater, anteater |
103 | n01873310 | 鸭嘴兽 | 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 | 土拨鼠 | wombat |
107 | n01910747 | 水母 | jellyfish |
108 | n01914609 | 珊瑚 | sea anemone, anemone |
109 | n01917289 | 珊瑚 | 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 | 蜗牛 | snail |
114 | n01945685 | 蜗牛 | slug |
115 | n01950731 | 海洋生物 | sea slug, nudibranch |
116 | n01955084 | 海洋生物 | chiton, coat-of-mail shell, sea cradle, polyplacophore |
117 | n01968897 | 海螺 | chambered nautilus, pearly nautilus, nautilus |
118 | n01978287 | 螃蟹 | Dungeness crab, Cancer magister |
119 | n01978455 | 螃蟹 | rock crab, Cancer irroratus |
120 | n01980166 | 螃蟹 | fiddler crab |
121 | n01981276 | 螃蟹 | king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica |
122 | n01983481 | 龙虾 | American lobster, Northern lobster, Maine lobster, Homarus americanus |
123 | n01984695 | 龙虾 | spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish |
124 | n01985128 | 龙虾 | crayfish, crawfish, crawdad, crawdaddy |
125 | n01986214 | 寄居蟹 | hermit crab |
126 | n01990800 | 海洋生物 | isopod |
127 | n02002556 | 鸟 | white stork, Ciconia ciconia |
128 | n02002724 | 鸟 | black stork, Ciconia nigra |
129 | n02006656 | 鸟 | spoonbill |
130 | n02007558 | 鸟 | flamingo |
131 | n02009229 | 鸟 | little blue heron, Egretta caerulea |
132 | n02009912 | 鸟 | American egret, great white heron, Egretta albus |
133 | n02011460 | 鸟 | bittern |
134 | n02012849 | 鸟 | crane |
135 | n02013706 | 鸟 | limpkin, Aramus pictus |
136 | n02017213 | 鸟 | European gallinule, Porphyrio porphyrio |
137 | n02018207 | 鸟 | American coot, marsh hen, mud hen, water hen, Fulica americana |
138 | n02018795 | 鸟 | bustard |
139 | n02025239 | 鸟 | ruddy turnstone, Arenaria interpres |
140 | n02027492 | 鸟 | red-backed sandpiper, dunlin, Erolia alpina |
141 | n02028035 | 鸟 | redshank, Tringa totanus |
142 | n02033041 | 鸟 | dowitcher |
143 | n02037110 | 鸟 | oystercatcher, oyster catcher |
144 | n02051845 | 鸟 | pelican |
145 | n02056570 | 企鹅 | king penguin, Aptenodytes patagonica |
146 | n02058221 | 鸟 | albatross, mollymawk |
147 | n02066245 | 鲸鱼 | grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus |
148 | n02071294 | 鲸鱼 | killer whale, killer, orca, grampus, sea wolf, Orcinus orca |
149 | n02074367 | 海象 | dugong, Dugong dugon |
150 | n02077923 | 海狮 | sea lion |
151 | n02085620 | 狗 | Chihuahua |
152 | n02085782 | 狗 | Japanese spaniel |
153 | n02085936 | 狗 | Maltese dog, Maltese terrier, Maltese |
154 | n02086079 | 狗 | Pekinese, Pekingese, Peke |
155 | n02086240 | 狗 | Shih-Tzu |
156 | n02086646 | 狗 | Blenheim spaniel |
157 | n02086910 | 狗 | papillon |
158 | n02087046 | 狗 | toy terrier |
159 | n02087394 | 狗 | Rhodesian ridgeback |
160 | n02088094 | 狗 | Afghan hound, Afghan |
161 | n02088238 | 狗 | basset, basset hound |
162 | n02088364 | 狗 | beagle |
163 | n02088466 | 狗 | bloodhound, sleuthhound |
164 | n02088632 | 狗 | bluetick |
165 | n02089078 | 狗 | black-and-tan coonhound |
166 | n02089867 | 狗 | Walker hound, Walker foxhound |
167 | n02089973 | 狗 | English foxhound |
168 | n02090379 | 狗, | redbone |
169 | n02090622 | 狗 | borzoi, Russian wolfhound |
170 | n02090721 | 狗 | Irish wolfhound |
171 | n02091032 | 狗 | Italian greyhound |
172 | n02091134 | 狗 | whippet |
173 | n02091244 | 狗 | Ibizan hound, Ibizan Podenco |
174 | n02091467 | 狗 | Norwegian elkhound, elkhound |
175 | n02091635 | 狗 | otterhound, otter hound |
176 | n02091831 | 狗 | Saluki, gazelle hound |
177 | n02092002 | 狗 | Scottish deerhound, deerhound |
178 | n02092339 | 狗 | Weimaraner |
179 | n02093256 | 狗 | Staffordshire bullterrier, Staffordshire bull terrier |
180 | n02093428 | 狗 | American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier |
181 | n02093647 | 狗 | Bedlington terrier |
182 | n02093754 | 狗 | Border terrier |
183 | n02093859 | 狗 | Kerry blue terrier |
184 | n02093991 | 狗 | Irish terrier |
185 | n02094114 | 狗 | Norfolk terrier |
186 | n02094258 | 狗 | Norwich terrier |
187 | n02094433 | 狗 | Yorkshire terrier |
188 | n02095314 | 狗 | wire-haired fox terrier |
189 | n02095570 | 狗 | Lakeland terrier |
190 | n02095889 | 狗 | Sealyham terrier, Sealyham |
191 | n02096051 | 狗 | Airedale, Airedale terrier |
192 | n02096177 | 狗 | cairn, cairn terrier |
193 | n02096294 | 狗 | Australian terrier |
194 | n02096437 | 狗 | Dandie Dinmont, Dandie Dinmont terrier |
195 | n02096585 | 狗 | Boston bull, Boston terrier |
196 | n02097047 | 狗 | miniature schnauzer |
197 | n02097130 | 狗 | giant schnauzer |
198 | n02097209 | 狗 | standard schnauzer |
199 | n02097298 | 狗 | Scotch terrier, Scottish terrier, Scottie |
200 | n02097474 | 狗 | Tibetan terrier, chrysanthemum dog |
201 | n02097658 | 狗 | silky terrier, Sydney silky |
202 | n02098105 | 狗 | soft-coated wheaten terrier |
203 | n02098286 | 狗 | West Highland white terrier |
204 | n02098413 | 狗 | Lhasa, Lhasa apso |
205 | n02099267 | 狗 | flat-coated retriever |
206 | n02099429 | 狗 | curly-coated retriever |
207 | n02099601 | 狗 | golden retriever |
208 | n02099712 | 狗 | Labrador retriever |
209 | n02099849 | 狗 | Chesapeake Bay retriever |
210 | n02100236 | 狗 | German short-haired pointer |
211 | n02100583 | 狗 | vizsla, Hungarian pointer |
212 | n02100735 | 狗 | English setter |
213 | n02100877 | 狗 | Irish setter, red setter |
214 | n02101006 | 狗 | Gordon setter |
215 | n02101388 | 狗 | Brittany spaniel |
216 | n02101556 | 狗 | clumber, clumber spaniel |
217 | n02102040 | 狗 | English springer, English springer spaniel |
218 | n02102177 | 狗 | Welsh springer spaniel |
219 | n02102318 | 狗 | cocker spaniel, English cocker spaniel, cocker |
220 | n02102480 | 狗 | Sussex spaniel |
221 | n02102973 | 狗 | Irish water spaniel |
222 | n02104029 | 狗 | kuvasz |
223 | n02104365 | 狗 | schipperke |
224 | n02105056 | 狗 | groenendael |
225 | n02105162 | 狗 | malinois |
226 | n02105251 | 狗 | briard |
227 | n02105412 | 狗 | kelpie |
228 | n02105505 | 狗 | komondor |
229 | n02105641 | 狗 | Old English sheepdog, bobtail |
230 | n02105855 | 狗 | Shetland sheepdog, Shetland sheep dog, Shetland |
231 | n02106030 | 狗 | collie |
232 | n02106166 | 狗 | Border collie |
233 | n02106382 | 狗 | Bouvier des Flandres, Bouviers des Flandres |
234 | n02106550 | 狗 | Rottweiler |
235 | n02106662 | 狗 | German shepherd, German shepherd dog, German police dog, alsatian |
236 | n02107142 | 狗 | Doberman, Doberman pinscher |
237 | n02107312 | 狗 | miniature pinscher |
238 | n02107574 | 狗 | Greater Swiss Mountain dog |
239 | n02107683 | 狗 | Bernese mountain dog |
240 | n02107908 | 狗 | Appenzeller |
241 | n02108000 | 狗 | EntleBucher |
242 | n02108089 | 狗 | boxer |
243 | n02108422 | 狗 | bull mastiff |
244 | n02108551 | 狗 | Tibetan mastiff |
245 | n02108915 | 狗 | French bulldog |
246 | n02109047 | 狗 | Great Dane |
247 | n02109525 | 狗 | Saint Bernard, St Bernard |
248 | n02109961 | 狗 | Eskimo dog, husky |
249 | n02110063 | 狗 | malamute, malemute, Alaskan malamute |
250 | n02110185 | 狗 | Siberian husky |
251 | n02110341 | 狗 | dalmatian, coach dog, carriage dog |
252 | n02110627 | 狗 | affenpinscher, monkey pinscher, monkey dog |
253 | n02110806 | 狗 | basenji |
254 | n02110958 | 狗 | pug, pug-dog |
255 | n02111129 | 狗 | Leonberg |
256 | n02111277 | 狗 | Newfoundland, Newfoundland dog |
257 | n02111500 | 狗 | Great Pyrenees |
258 | n02111889 | 狗 | Samoyed, Samoyede |
259 | n02112018 | 狗 | Pomeranian |
260 | n02112137 | 狗 | chow, chow chow |
261 | n02112350 | 狗 | keeshond |
262 | n02112706 | 狗 | Brabancon griffon |
263 | n02113023 | 狗 | Pembroke, Pembroke Welsh corgi |
264 | n02113186 | 狗 | Cardigan, Cardigan Welsh corgi |
265 | n02113624 | 狗 | toy poodle |
266 | n02113712 | 狗 | miniature poodle |
267 | n02113799 | standard poodle | |
268 | n02113978 | 狗 | Mexican hairless |
269 | n02114367 | 狼 | timber wolf, grey wolf, gray wolf, Canis lupus |
270 | n02114548 | 狼 | white wolf, Arctic wolf, Canis lupus tundrarum |
271 | n02114712 | 狼 | red wolf, maned wolf, Canis rufus, Canis niger |
272 | n02114855 | 狼 | coyote, prairie wolf, brush wolf, Canis latrans |
273 | n02115641 | 狼 | dingo, warrigal, warragal, Canis dingo |
274 | n02115913 | 狼 | dhole, Cuon alpinus |
275 | n02116738 | 狼 | African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus |
276 | n02117135 | 狼 | hyena, hyaena |
277 | n02119022 | 狐狸 | red fox, Vulpes vulpes |
278 | n02119789 | 狐狸 | kit fox, Vulpes macrotis |
279 | n02120079 | 狐狸 | Arctic fox, white fox, Alopex lagopus |
280 | n02120505 | 狐狸 | grey fox, gray fox, Urocyon cinereoargenteus |
281 | n02123045 | 猫 | tabby, tabby cat |
282 | n02123159 | 猫 | tiger cat |
283 | n02123394 | 猫 | Persian cat |
284 | n02123597 | 猫 | Siamese cat, Siamese |
285 | n02124075 | 猫 | Egyptian cat |
286 | n02125311 | 猫 | cougar, puma, catamount, mountain lion, painter, panther, Felis concolor |
287 | n02127052 | 猫 | lynx, catamount |
288 | n02128385 | 豹 | leopard, Panthera pardus |
289 | n02128757 | 豹 | snow leopard, ounce, Panthera uncia |
290 | n02128925 | 豹 | jaguar, panther, Panthera onca, Felis onca |
291 | n02129165 | 狮子 | lion, king of beasts, Panthera leo |
292 | n02129604 | 老虎 | tiger, Panthera tigris |
293 | n02130308 | 豹 | cheetah, chetah, Acinonyx jubatus |
294 | n02132136 | 熊 | brown bear, bruin, Ursus arctos |
295 | n02133161 | 熊 | American black bear, black bear, Ursus americanus, Euarctos americanus |
296 | n02134084 | 熊 | ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus |
297 | n02134418 | 熊 | sloth bear, Melursus ursinus, Ursus ursinus |
298 | n02137549 | 猫鼬 | mongoose |
299 | n02138441 | 猫鼬 | meerkat, mierkat |
300 | n02165105 | 昆虫 | tiger beetle |
301 | n02165456 | 昆虫 | ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle |
302 | n02167151 | 昆虫 | ground beetle, carabid beetle |
303 | n02168699 | 昆虫 | long-horned beetle, longicorn, longicorn beetle |
304 | n02169497 | 昆虫 | leaf beetle, chrysomelid |
305 | n02172182 | 昆虫 | dung beetle |
306 | n02174001 | 昆虫 | rhinoceros beetle |
307 | n02177972 | 昆虫 | weevil |
308 | n02190166 | 昆虫 | fly |
309 | n02206856 | 昆虫 | bee |
310 | n02219486 | 昆虫 | ant, emmet, pismire |
311 | n02226429 | 昆虫 | grasshopper, hopper |
312 | n02229544 | 昆虫 | cricket |
313 | n02231487 | 昆虫 | walking stick, walkingstick, stick insect |
314 | n02233338 | 昆虫 | cockroach, roach |
315 | n02236044 | 昆虫 | mantis, mantid |
316 | n02256656 | 昆虫 | cicada, cicala |
317 | n02259212 | 昆虫 | leafhopper |
318 | n02264363 | 昆虫 | 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 | 蜻蜓 | damselfly |
321 | n02276258 | 蝴蝶 | admiral |
322 | n02277742 | 蝴蝶 | ringlet, ringlet butterfly |
323 | n02279972 | 蝴蝶 | monarch, monarch butterfly, milkweed butterfly, Danaus plexippus |
324 | n02280649 | 蝴蝶 | cabbage butterfly |
325 | n02281406 | 蝴蝶 | sulphur butterfly, sulfur butterfly |
326 | n02281787 | 蝴蝶 | lycaenid, lycaenid butterfly |
327 | n02317335 | 海星 | starfish, sea star |
328 | n02319095 | 海胆 | sea urchin |
329 | n02321529 | 海洋生物 | sea cucumber, holothurian |
330 | n02325366 | 兔子 | wood rabbit, cottontail, cottontail rabbit |
331 | n02326432 | 兔子 | hare |
332 | n02328150 | 兔子 | Angora, Angora rabbit |
333 | n02342885 | 鼠 | hamster |
334 | n02346627 | 鼠 | porcupine, hedgehog |
335 | n02356798 | 松鼠 | fox squirrel, eastern fox squirrel, Sciurus niger |
336 | n02361337 | 鼠 | marmot |
337 | n02363005 | 鼠 | beaver |
338 | n02364673 | 鼠 | guinea pig, Cavia cobaya |
339 | n02389026 | 马 | sorrel |
340 | n02391049 | 斑马 | zebra |
341 | n02395406 | 猪 | hog, pig, grunter, squealer, Sus scrofa |
342 | n02396427 | 猪 | wild boar, boar, Sus scrofa |
343 | n02397096 | 猪 | warthog |
344 | n02398521 | 河马 | hippopotamus, hippo, river horse, Hippopotamus amphibius |
345 | n02403003 | 牛 | ox |
346 | n02408429 | 牛 | water buffalo, water ox, Asiatic buffalo, Bubalus bubalis |
347 | n02410509 | 牛 | bison |
348 | n02412080 | 羊 | ram, tup |
349 | n02415577 | 羊 | bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis |
350 | n02417914 | 羊 | ibex, Capra ibex |
351 | n02422106 | 羊 | hartebeest |
352 | n02422699 | 羊 | impala, Aepyceros melampus |
353 | n02423022 | 羊 | gazelle |
354 | n02437312 | 骆驼 | Arabian camel, dromedary, Camelus dromedarius |
355 | n02437616 | 羊驼 | llama |
356 | n02441942 | 狸 | weasel |
357 | n02442845 | 狸 | mink |
358 | n02443114 | 狸 | polecat, fitch, foulmart, foumart, Mustela putorius |
359 | n02443484 | 狸 | black-footed ferret, ferret, Mustela nigripes |
360 | n02444819 | 狸 | otter |
361 | n02445715 | 狸 | skunk, polecat, wood pussy |
362 | n02447366 | 狸 | badger |
363 | n02454379 | 穿山甲 | armadillo |
364 | n02457408 | 树懒 | 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 | 猴子 | gibbon, Hylobates lar |
369 | n02483708 | 猴子 | siamang, Hylobates syndactylus, Symphalangus syndactylus |
370 | n02484975 | 猴子 | guenon, guenon monkey |
371 | n02486261 | 猴子 | patas, hussar monkey, Erythrocebus patas |
372 | n02486410 | 猴子 | baboon |
373 | n02487347 | 猴子 | macaque |
374 | n02488291 | 猴子 | langur |
375 | n02488702 | 猴子 | colobus, colobus monkey |
376 | n02489166 | 猴子 | proboscis monkey, Nasalis larvatus |
377 | n02490219 | 猴子 | marmoset |
378 | n02492035 | 猴子 | capuchin, ringtail, Cebus capucinus |
379 | n02492660 | 猴子 | howler monkey, howler |
380 | n02493509 | 猴子 | titi, titi monkey |
381 | n02493793 | 猴子 | spider monkey, Ateles geoffroyi |
382 | n02494079 | 猴子 | squirrel monkey, Saimiri sciureus |
383 | n02497673 | 猴子 | Madagascar cat, ring-tailed lemur, Lemur catta |
384 | n02500267 | 猴子 | indri, indris, Indri indri, Indri brevicaudatus |
385 | n02504013 | 大象 | Indian elephant, Elephas maximus |
386 | n02504458 | 大象 | African elephant, Loxodonta africana |
387 | n02509815 | 浣熊 | lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens |
388 | n02510455 | 熊猫 | giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca |
389 | n02514041 | 鱼 | barracouta, snoek |
390 | n02526121 | 鱼 | eel |
391 | n02536864 | 鱼 | coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch |
392 | n02606052 | 鱼 | rock beauty, Holocanthus tricolor |
393 | n02607072 | 鱼 | anemone fish |
394 | n02640242 | 鱼 | sturgeon |
395 | n02641379 | 鱼 | gar, garfish, garpike, billfish, Lepisosteus osseus |
396 | n02643566 | 鱼 | lionfish |
397 | n02655020 | 鱼 | puffer, pufferfish, blowfish, globefish |
398 | n02666196 | 算盘 | abacus |
399 | n02667093 | 穆斯林 | abaya |
400 | n02669723 | 学士服 | academic gown, academic robe, judge’s robe |
401 | n02672831 | 手风琴 | accordion, piano accordion, squeeze box |
402 | n02676566 | 吉他 | acoustic guitar |
403 | n02687172 | 航空母舰 | aircraft carrier, carrier, flattop, attack aircraft carrier |
404 | n02690373 | 飞机 | airliner |
405 | n02692877 | 飞艇 | airship, dirigible |
406 | n02699494 | 教堂 | altar |
407 | n02701002 | 救护车 | check, ambulance |
408 | n02704792 | 水陆两用车 | check, amphibian, amphibious vehicle |
409 | n02708093 | 钟 | analog clock |
410 | n02727426 | 箱子 | apiary, bee house |
411 | n02730930 | 围裙 | apron |
412 | n02747177 | 垃圾箱 | ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin |
413 | n02749479 | 枪 | assault rifle, assault gun |
414 | n02769748 | 背包 | backpack, back pack, knapsack, packsack, rucksack, haversack |
415 | n02776631 | 面包柜 | bakery, bakeshop, bakehouse |
416 | n02777292 | 体操 | balance beam, beam |
417 | n02782093 | 热气球 | balloon |
418 | n02783161 | 钢笔 | ballpoint, ballpoint pen, ballpen, Biro |
419 | n02786058 | 邦迪 | Band Aid |
420 | n02787622 | 乐器 | banjo |
421 | n02788148 | 楼梯 | bannister, banister, balustrade, balusters, handrail |
422 | n02790996 | 杠铃 | barbell |
423 | n02791124 | 座椅 | barber chair |
424 | n02791270 | 理发 | barbershop |
425 | n02793495 | 木屋 | barn |
426 | n02794156 | 表 | barometer |
427 | n02795169 | 酒桶 | barrel, cask |
428 | n02797295 | 手推车 | barrow, garden cart, lawn cart, wheelbarrow |
429 | n02799071 | 棒球 | baseball |
430 | n02802426 | 篮球 | basketball |
431 | n02804414 | 婴儿 | bassinet |
432 | n02804610 | 乐器 | bassoon |
433 | n02807133 | 游泳 | bathing cap, swimming cap |
434 | n02808304 | 婴儿毛巾 | bath towel |
435 | n02808440 | 浴缸 | bathtub, bathing tub, bath, tub |
436 | n02814533 | 轿车 | check, beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon |
437 | n02814860 | 灯塔 | beacon, lighthouse, beacon light, pharos |
438 | n02815834 | 烧杯 | beaker |
439 | n02817516 | 守卫 | bearskin, busby, shako |
440 | n02823428 | 啤酒 | beer bottle |
441 | n02823750 | 啤酒 | beer glass |
442 | n02825657 | 建筑 | bell cote, bell cot |
443 | n02834397 | 围兜 | bib |
444 | n02835271 | 双人自行车 | bicycle-built-for-two, tandem bicycle, tandem |
445 | n02837789 | 比基尼 | bikini, two-piece |
446 | n02840245 | 笔记本 | binder, ring-binder |
447 | n02841315 | 望远镜 | binoculars, field glasses, opera glasses |
448 | n02843684 | 信箱 | birdhouse |
449 | n02859443 | 小屋 | boathouse |
450 | n02860847 | 雪橇 | bobsled, bobsleigh, bob |
451 | n02865351 | 项链 | bolo tie, bolo, bola tie, bola |
452 | n02869837 | 帽子 | bonnet, poke bonnet |
453 | n02870880 | 书柜 | bookcase |
454 | n02871525 | 书店 | bookshop, bookstore, bookstall |
455 | n02877765 | 瓶盖 | bottlecap |
456 | n02879718 | 弓箭 | bow |
457 | n02883205 | 领结 | 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 | 扫帚 | broom |
463 | n02909870 | 水桶 | bucket, pail |
464 | n02910353 | 皮带 | buckle |
465 | n02916936 | 防弹背心 | bulletproof vest |
466 | n02917067 | 火车 | bullet train, bullet |
467 | n02927161 | 肉铺 | butcher shop, meat market |
468 | n02930766 | 出租车 | check, cab, hack, taxi, taxicab |
469 | n02939185 | 锅 | caldron, cauldron |
470 | n02948072 | 蜡烛 | candle, taper, wax light |
471 | n02950826 | 炮 | cannon |
472 | n02951358 | 艇 | canoe |
473 | n02951585 | 订书机 | can opener, tin opener |
474 | n02963159 | 毛衣 | cardigan |
475 | n02965783 | 反光镜 | car mirror |
476 | n02966193 | 旋转木马 | carousel, carrousel, merry-go-round, roundabout, whirligig |
477 | n02966687 | 工具箱 | carpenter’s kit, tool kit |
478 | n02971356 | 盒子 | carton |
479 | n02974003 | 轮胎 | car wheel |
480 | n02977058 | 取款机 | cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM |
481 | n02978881 | 磁带 | cassette |
482 | n02979186 | 磁带 | 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 | 手机 | cellular telephone, cellular phone, cellphone, cell, mobile phone |
488 | n02999410 | 铁链 | chain |
489 | n03000134 | 铁丝网 | chainlink fence |
490 | n03000247 | 铁丝网 | chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour |
491 | n03000684 | 电锯 | chain saw, chainsaw |
492 | n03014705 | 木箱 | chest |
493 | n03016953 | 木柜 | chiffonier, commode |
494 | n03017168 | 锣鼓 | chime, bell, gong |
495 | n03018349 | 柜子 | china cabinet, china closet |
496 | n03026506 | 袜子 | Christmas stocking |
497 | n03028079 | 教堂 | church, church building |
498 | n03032252 | 剧院 | cinema, movie theater, movie theatre, movie house, picture palace |
499 | n03041632 | 刀 | cleaver, meat cleaver, chopper |
500 | n03042490 | 堡垒 | cliff dwelling |
501 | n03045698 | 斗篷 | cloak |
502 | n03047690 | 鞋子 | clog, geta, patten, sabot |
503 | n03062245 | 瓶子 | cocktail shaker |
504 | n03063599 | 杯子 | coffee mug |
505 | n03063689 | 壶 | coffeepot |
506 | n03065424 | 螺旋 | coil, spiral, volute, whorl, helix |
507 | n03075370 | 锁 | combination lock |
508 | n03085013 | 键盘 | computer keyboard, keypad |
509 | n03089624 | 糖果 | confectionery, confectionary, candy store |
510 | n03095699 | 船 | container ship, containership, container vessel |
511 | n03100240 | 轿车 | check, convertible |
512 | n03109150 | 开瓶器 | corkscrew, bottle screw |
513 | n03110669 | 号(乐器) | cornet, horn, trumpet, trump |
514 | n03124043 | 靴子 | cowboy boot |
515 | n03124170 | 帽子 | cowboy hat, ten-gallon hat |
516 | n03125729 | 婴儿床 | cradle |
517 | n03126707 | 起重机 | crane |
518 | n03127747 | 头盔 | crash helmet |
519 | n03127925 | 木箱 | crate |
520 | n0131574 | 婴儿床 | crib, cot |
521 | n03133878 | 电饭锅 | Crock Pot |
522 | n03134739 | 推球 | croquet ball |
523 | n03141823 | 拐杖 | crutch |
524 | n03146219 | 盔甲 | cuirass |
525 | n03160309 | 水库 | dam, dike, dyke |
526 | n03179701 | 办公桌 | desk |
527 | n03180011 | 电脑 | desktop computer |
528 | n03187595 | 电话机 | dial telephone, dial phone |
529 | n03188531 | 尿布 | diaper, nappy, napkin |
530 | n03196217 | 闹钟 | digital clock |
531 | n03197337 | 手表 | digital watch |
532 | n03201208 | 餐桌 | dining table, board |
533 | n03207743 | 垫子 | dishrag, dishcloth |
534 | n03207941 | 洗碗柜 | dishwasher, dish washer, dishwashing machine |
535 | n03208938 | 车轮 | disk brake, disc brake |
536 | n03216828 | 港口 | dock, dockage, docking facility |
537 | n03218198 | 雪橇 | dogsled, dog sled, dog sleigh |
538 | n03220513 | 穹顶 | 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 | 哑铃 | dumbbell |
544 | n03259280 | 锅 | Dutch oven |
545 | n03271574 | 风扇 | electric fan, blower |
546 | n03272010 | 电吉他 | electric guitar |
547 | n03272562 | 火车 | check, electric locomotive |
548 | n03290653 | 电视机 | entertainment center |
549 | n03291819 | 信 | envelope |
550 | n03297495 | 咖啡机 | espresso maker |
551 | n03314780 | 化妆品 | face powder |
552 | n03325584 | 绒毛 | feather boa, boa |
553 | n03337140 | 柜子 | file, file cabinet, filing cabinet |
554 | n03344393 | 喷泉 | fireboat |
555 | n03345487 | 消防车 | check, fire engine, fire truck |
556 | n03347037 | 壁炉 | fire screen, fireguard |
557 | n03355925 | 旗杆 | flagpole, flagstaff |
558 | n03372029 | 笛子 | flute, transverse flute |
559 | n03376595 | 座椅 | folding chair |
560 | n03379051 | 橄榄球 | football helmet |
561 | n03384352 | 叉车 | forklift |
562 | n03388043 | 喷泉 | fountain |
563 | n03388183 | 钢笔 | fountain pen |
564 | n03388549 | 床 | four-poster |
565 | n03393912 | 火车 | freight car |
566 | n03394916 | 圆号 | French horn, horn |
567 | n03400231 | 平底锅 | frying pan, frypan, skillet |
568 | n03404251 | 裘皮 | fur coat |
569 | n03417042 | 卡车 | 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 | 卡丁车 | go-kart |
574 | n03445777 | 高尔夫 | golf ball |
575 | n03445924 | 高尔夫车 | golfcart, golf cart |
576 | n03447447 | 小船 | gondola |
577 | n03447721 | 锣鼓 | gong, tam-tam |
578 | n03450230 | 婚纱 | gown |
579 | n03452741 | 钢琴 | grand piano, grand |
580 | n03457902 | 大棚 | greenhouse, nursery, glasshouse |
581 | n03459775 | 轿车 车标 | check, grille, radiator grille |
582 | n03461385 | 菜场 | grocery store, grocery, food market, market |
583 | n03467068 | 断头台 | guillotine |
584 | n03476684 | 发饰 | hair slide |
585 | n03476991 | 发蜡 | hair spray |
586 | n03478589 | 坦克 | half track |
587 | n03481172 | 榔头 | hammer |
588 | n03482405 | 竹筒 | hamper |
589 | n03483316 | 吹风机 | hand blower, blow dryer, blow drier, hair dryer, hair drier |
590 | n03485407 | pos机 | hand-held computer, hand-held microcomputer |
591 | n03485794 | 手帕 | handkerchief, hankie, hanky, hankey |
592 | n03492542 | 硬盘 | hard disc, hard disk, fixed disk |
593 | n03494278 | 口风琴 | harmonica, mouth organ, harp, mouth harp |
594 | n03495258 | 竖琴 | harp |
595 | n03496892 | 起重机 | harvester, reaper |
596 | n03498962 | 斧头 | hatchet |
597 | n03527444 | 手枪 | holster |
598 | n03529860 | 电视机 | home theater, home theatre |
599 | n03530642 | 蜂巢 | honeycomb |
600 | n03532672 | 钩子 | hook, claw |
601 | n03534580 | 裙子 | hoopskirt, crinoline |
602 | n03535780 | 体操 | horizontal bar, high bar |
603 | n03538406 | 马车 | horse cart, horse-cart |
604 | n03544143 | 沙漏 | hourglass |
605 | n03584254 | 音乐播放器 | iPod |
606 | n03584829 | 电熨斗 | iron, smoothing iron |
607 | n03590841 | 南瓜灯 | jack-o’-lantern |
608 | n03594734 | 牛仔裤 | jean, blue jean, denim |
609 | n03594945 | 吉普车 | check, jeep, landrover |
610 | n03595614 | T恤 | jersey, T-shirt, tee shirt |
611 | n03598930 | 拼图 | jigsaw puzzle |
612 | n03599486 | 黄包车 | jinrikisha, ricksha, rickshaw |
613 | n03602883 | 操纵杆 | joystick |
614 | n03617480 | 和服 | kimono |
615 | n03623198 | 护具 | knee pad |
616 | n03627232 | 绳结 | knot |
617 | n03630383 | 医生 | lab coat, laboratory coat |
618 | n03633091 | 勺子 | ladle |
619 | n03637318 | 灯 | lampshade, lamp shade |
620 | n03642806 | 笔记本电脑 | laptop, laptop computer |
621 | n03649909 | 割草机 | lawn mower, mower |
622 | n03657121 | 镜头盖 | lens cap, lens cover |
623 | n03658185 | 小刀 | letter opener, paper knife, paperknife |
624 | n03661043 | 图书馆 | library |
625 | n03662601 | 救生船 | lifeboat |
626 | n03666591 | 打火机 | lighter, light, igniter, ignitor |
627 | n03670208 | 加长车 | check, limousine, limo |
628 | n03673027 | 轮船 | liner, ocean liner |
629 | n03676483 | 口红 | lipstick, lip rouge |
630 | n03680355 | 鞋子 | Loafer |
631 | n03690938 | 护肤品 | lotion |
632 | n03691459 | 音响 | loudspeaker, speaker, speaker unit, loudspeaker system, speaker system |
633 | n03692522 | 放大镜 | loupe, jeweler’s loupe |
634 | n03697007 | 原木 | lumbermill, sawmill |
635 | n03706229 | 指南针 | magnetic compass |
636 | n03709823 | 包 | mailbag, postbag |
637 | n03710193 | 邮箱 | mailbox, letter box |
638 | n03710637 | 泳衣 | maillot |
639 | n03710721 | 泳衣 | maillot, tank suit |
640 | n03717622 | 窨井盖 | manhole cover |
641 | n03720891 | 手摇铃 | maraca |
642 | n03721384 | 木琴 | marimba, xylophone |
643 | n03724870 | 面具 | mask |
644 | n03729826 | 火柴 | matchstick |
645 | n03733131 | 绳子 | maypole |
646 | n03733281 | 迷宫 | maze, labyrinth |
647 | n03733805 | 烧杯 | measuring cup |
648 | n03742115 | 冰箱 | medicine chest, medicine cabinet |
649 | n03743016 | 石柱 | megalith, megalithic structure |
650 | n03759954 | 话筒 | microphone, mike |
651 | n03761084 | 微波炉 | microwave, microwave oven |
652 | n03763968 | 军人 | military uniform |
653 | n03764736 | 水壶 | milk can |
654 | n03769881 | 小客车 | check, minibus |
655 | n03770439 | 短裙 | miniskirt, mini |
656 | n03770679 | 面包车 | check, minivan |
657 | n03773504 | 导弹 | missile |
658 | n03775071 | 手套 | mitten |
659 | n03775546 | 碗 | mixing bowl |
660 | n03776460 | 房车 | mobile home, manufactured home |
661 | n03777568 | 老爷车 | Model T |
662 | n03777754 | 路由器 | modem |
663 | n03781244 | 建筑 | monastery |
664 | n03782006 | 显示器 | monitor |
665 | n03785016 | 摩托车 | check, moped |
666 | n03786901 | 砚 | mortar |
667 | n03787032 | 学士帽 | mortarboard |
668 | n03788195 | 建筑 | mosque |
669 | n03788365 | 蚊帐 | mosquito net |
670 | n03791053 | 助动车 | check, motor scooter, scooter |
671 | n03792782 | 自行车 | check, mountain bike, all-terrain bike, off-roader |
672 | n03792972 | 帐篷 | mountain tent |
673 | n03793489 | 键盘鼠标 | mouse, computer mouse |
674 | n03794056 | 捕鼠夹 | mousetrap |
675 | n03796401 | 货车 卡车 | check, moving van |
676 | n03803284 | 狗嘴套 | muzzle |
677 | n03804744 | 钉子 | nail |
678 | n03814639 | 颈托 | neck brace |
679 | n03814906 | 项链 | necklace |
680 | n03825788 | 奶瓶 | nipple |
681 | n03832673 | 笔记本电脑 | notebook, notebook computer |
682 | n03837869 | 建筑 | obelisk |
683 | n03838899 | 黑管 | oboe, hautboy, hautbois |
684 | n03840681 | 埙 | ocarina, sweet potato |
685 | n03841143 | 仪表盘 | odometer, hodometer, mileometer, milometer |
686 | n03843555 | 机油滤清器 | oil filter |
687 | n03854065 | 管风琴 | organ, pipe organ |
688 | n03857828 | 示波器 | oscilloscope, scope, cathode-ray oscilloscope, CRO |
689 | n03866082 | 礼服 | overskirt |
690 | n03868242 | 牛车 | oxcart |
691 | n03868863 | 呼吸器 | oxygen mask |
692 | n03871628 | 零食 | packet |
693 | n03873416 | 划桨 | paddle, boat paddle |
694 | n03874293 | 水轮 | paddlewheel, paddle wheel |
695 | n03874599 | 锁 | padlock |
696 | n03876231 | 刷子 | paintbrush |
697 | n03877472 | 睡衣 | pajama, pyjama, pj’s, jammies |
698 | n03877845 | 建筑 | palace |
699 | n03884397 | 乐器 | panpipe, pandean pipe, syrinx |
700 | n03887697 | 纸巾 | paper towel |
701 | n03888257 | 降落伞 | parachute, chute |
702 | n03888605 | 体操 | parallel bars, bars |
703 | n03891251 | 长椅 | park bench |
704 | n03891332 | 停车缴费器 | parking meter |
705 | n03895866 | 火车 | check, passenger car, coach, carriage |
706 | n03899768 | 院子 | patio, terrace |
707 | n03902125 | 公用电话 | pay-phone, pay-station |
708 | n03903868 | 柱子 | pedestal, plinth, footstall |
709 | n03908618 | 文具袋 | pencil box, pencil case |
710 | n03908714 | 卷笔刀 | pencil sharpener |
711 | n03916031 | 香水 | perfume, essence |
712 | n03920288 | 培养皿 | Petri dish |
713 | n03924679 | 打印机 | photocopier |
714 | n03929660 | 吉他拨片 | pick, plectrum, plectron |
715 | n03929855 | 头盔 | pickelhaube |
716 | n03930313 | 栅栏 | picket fence, paling |
717 | n03930630 | 轿车 | check, pickup, pickup truck |
718 | n03933933 | 桥 | pier |
719 | n03935335 | 储蓄罐 | piggy bank, penny bank |
720 | n03937543 | 药丸 | pill bottle |
721 | n03938244 | 枕头 | pillow |
722 | n03942813 | 乒乓球 | ping-pong ball |
723 | n03944341 | 风车 | pinwheel |
724 | n03947888 | 帆船 | pirate, pirate ship |
725 | n03950228 | 茶壶 | pitcher, ewer |
726 | n03954731 | 刨子 | plane, carpenter’s plane, woodworking plane |
727 | n03956157 | 建筑 | planetarium |
728 | n03958227 | 塑料袋 | plastic bag |
729 | n03961711 | 碗架 | plate rack |
730 | n03967562 | 推土机 | plow, plough |
731 | n03970156 | 搋子 | plunger, plumber’s helper |
732 | n03976467 | 相机 | Polaroid camera, Polaroid Land camera |
733 | n03976657 | 杆子 | pole |
734 | n03977966 | 警车 | check, police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria |
735 | n03980874 | 披风 | poncho |
736 | n03982430 | 桌球 | pool table, billiard table, snooker table |
737 | n03983396 | 瓶子 | pop bottle, soda bottle |
738 | n03991062 | 盆栽 | pot, flowerpot |
739 | n03992509 | 陶艺 | potter’s wheel |
740 | n03995372 | 钻机 | power drill |
741 | n03998194 | 毯子 | prayer rug, prayer mat |
742 | n04004767 | 打印机 | printer |
743 | n04005630 | 监狱 | prison, prison house |
744 | n04008634 | 导弹 | projectile, missile |
745 | n04009552 | 投影仪 | projector |
746 | n04019541 | 冰球 | puck, hockey puck |
747 | n04023962 | 拳击 | punching bag, punch bag, punching ball, punchball |
748 | n04026417 | 手提袋 | purse |
749 | n04033901 | 羽毛笔 | quill, quill pen |
750 | n04033995 | 床 被子 | quilt, comforter, comfort, puff |
751 | n04037443 | 赛车 | racer, race car, racing car |
752 | n04039381 | 网球 | racket, racquet |
753 | n04040759 | 加热器 | radiator |
754 | n04041544 | 收音机 | radio, wireless |
755 | n04044716 | 卫星接收器 | radio telescope, radio reflector |
756 | n04049303 | 酒桶 | rain barrel |
757 | n04065272 | 房车 | recreational vehicle, RV, R.V. |
758 | n04067472 | 鱼竿 | reel |
759 | n04069434 | 相机 | reflex camera |
760 | n04070727 | 冰箱 | refrigerator, icebox |
761 | n04074963 | 遥控器 | remote control, remote |
762 | n04081281 | 餐厅 | restaurant, eating house, eating place, eatery |
763 | n04086273 | 手枪 | revolver, six-gun, six-shooter |
764 | n04090263 | 狙击枪 | rifle |
765 | n04099969 | 摇椅 | rocking chair, rocker |
766 | n04111531 | 烤箱 | rotisserie |
767 | n04116512 | 橡皮 | rubber eraser, rubber, pencil eraser |
768 | n04118538 | 橄榄球 | rugby ball |
769 | n04118776 | 尺 | rule, ruler |
770 | n04120489 | 运动鞋 | running shoe |
771 | n04125021 | 保险箱 | safe |
772 | n04127249 | 回形针 | safety pin |
773 | n04131690 | 调料瓶 | saltshaker, salt shaker |
774 | n04133789 | 拖鞋 | sandal |
775 | n04136333 | 长裙 | sarong |
776 | n04141076 | 萨克斯 | sax, saxophone |
777 | n04141327 | 剑 | scabbard |
778 | n04141975 | 秤 | scale, weighing machine |
779 | n04146614 | 校车 | school bus |
780 | n04147183 | 帆船 | schooner |
781 | n04149813 | 计分板 | scoreboard |
782 | n04152593 | 显示器 | screen, CRT screen |
783 | n04153751 | 螺丝 | screw |
784 | n04154565 | 螺丝刀 | screwdriver |
785 | n04162706 | 安全带 | seat belt, seatbelt |
786 | n04179913 | 缝纫机 | 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 | 购物篮 | shopping basket |
791 | n04204347 | 购物车 | shopping cart |
792 | n04208210 | 铲子 | shovel |
793 | n04209133 | 浴帽 | shower cap |
794 | n04209239 | 浴帘 | shower curtain |
795 | n04228054 | 滑雪 | ski |
796 | n04229816 | 面罩 | ski mask |
797 | n04235860 | 睡袋 | sleeping bag |
798 | n04238763 | 游标卡尺 | slide rule, slipstick |
799 | n04239074 | 移门 | sliding door |
800 | n04243546 | 摇臂游戏机 | slot, one-armed bandit |
801 | n04251144 | 游泳眼镜 | snorkel |
802 | n04252077 | 滑雪车 | snowmobile |
803 | n04252225 | 铲雪车 | snowplow, snowplough |
804 | n04254120 | 洗手液 | soap dispenser |
805 | n04254680 | 足球 | soccer ball |
806 | n04254777 | 袜子 | sock |
807 | n04258138 | 太阳能板 | solar dish, solar collector, solar furnace |
808 | n04259630 | 帽子 | sombrero |
809 | n04263257 | 碗 | soup bowl |
810 | n04264628 | 键盘 | space bar |
811 | n04265275 | 电热器 | space heater |
812 | n04266014 | 航天飞船 | space shuttle |
813 | n04270147 | 锅铲 | spatula |
814 | n04273569 | 快艇 | speedboat |
815 | n04275548 | 蜘蛛网 | spider web, spider’s web |
816 | n04277352 | 毛线 | spindle |
817 | n04285008 | 运动型轿车 | check, sports car, sport car |
818 | n04286575 | 探照灯 | spotlight, spot |
819 | n04296562 | 乐队 | stage |
820 | n04310018 | 蒸汽机车 | steam locomotive |
821 | n04311004 | 桥 | steel arch bridge |
822 | n04311174 | 鼓 | steel drum |
823 | n04317175 | 听诊器 | stethoscope |
824 | n04325704 | 担架 | stole |
825 | n04326547 | 石堆 | stone wall |
826 | n04328186 | 秒表 | stopwatch, stop watch |
827 | n04330267 | 火炉 | stove |
828 | n04332243 | 滤网 | strainer |
829 | n04335435 | 公交车 | check, streetcar, tram, tramcar, trolley, trolley car |
830 | n04336792 | 担架 | stretcher |
831 | n04344873 | 沙发 | studio couch, day bed |
832 | n04346328 | 皇宫 | stupa, tope |
833 | n04347754 | 轮船 | submarine, pigboat, sub, U-boat |
834 | n04350905 | 西装 | suit, suit of clothes |
835 | n04355338 | 日晷 | sundial |
836 | n04355933 | 墨镜 | sunglass |
837 | n04356056 | 墨镜 | sunglasses, dark glasses, shades |
838 | n04357314 | 防晒霜 | sunscreen, sunblock, sun blocker |
839 | n04366367 | 桥 | suspension bridge |
840 | n04367480 | 拖把 | swab, swob, mop |
841 | n04370456 | 连帽衫 | sweatshirt |
842 | n04371430 | 沙滩裤 | swimming trunks, bathing trunks |
843 | n04371774 | 秋千 | swing |
844 | n04372370 | 开关 | switch, electric switch, electrical switch |
845 | n04376876 | 针筒 | syringe |
846 | n04380533 | 台灯 | table lamp |
847 | n04389033 | 坦克 | tank, army tank, armored combat vehicle, armoured combat vehicle |
848 | n04392985 | 磁带播放器 | tape player |
849 | n04398044 | 茶壶 | teapot |
850 | n04399382 | 毛绒玩具 | teddy, teddy bear |
851 | n04404412 | 电视机 | television, television system |
852 | n04409515 | 网球 | tennis ball |
853 | n04417672 | 草屋 | thatch, thatched roof |
854 | n04418357 | 幕布 | theater curtain, theatre curtain |
855 | n04423845 | 指套 | thimble |
856 | n04428191 | 装甲车 | thresher, thrasher, threshing machine |
857 | n04429376 | 皇位 | throne |
858 | n04435653 | 瓦片 | tile roof |
859 | n04442312 | 面包机 | toaster |
860 | n04443257 | 烟酒店 | tobacco shop, tobacconist shop, tobacconist |
861 | n04447861 | 马桶 | toilet seat |
862 | n04456115 | 火炬 | torch |
863 | n04458633 | 图腾 | totem pole |
864 | n04461696 | 大卡车 | check, tow truck, tow car, wrecker |
865 | n04462240 | 玩具店 | toyshop |
866 | n04465501 | 拖拉机 | tractor |
867 | n04467665 | 大货车 | check, trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi |
868 | n04476259 | 碟子 盘子 | tray |
869 | n04479046 | 风衣 | trench coat |
870 | n04482393 | 儿童自行车 | tricycle, trike, velocipede |
871 | n04483307 | 船 | trimaran |
872 | n04485082 | 三脚架 | tripod |
873 | n04486054 | 拱门 | triumphal arch |
874 | n04487081 | 巴士 | check, trolleybus, trolley coach, trackless trolley |
875 | n04487394 | 长号 | trombone |
876 | n04493381 | 浴缸 | tub, vat |
877 | n04501370 | 闸机 | turnstile |
878 | n04505470 | 打字机 | typewriter keyboard |
879 | n04507155 | 伞 | umbrella |
880 | n04509417 | 独轮车 | unicycle, monocycle |
881 | n04515003 | 钢琴 | upright, upright piano |
882 | n04517823 | 吸尘器 | vacuum, vacuum cleaner |
883 | n04522168 | 花瓶 | vase |
884 | n04523525 | 拱廊 | vault |
885 | n04525038 | 珊瑚绒 | velvet |
886 | n04525305 | 自动贩卖机 | vending machine |
887 | n04532106 | 教皇袍 | vestment |
888 | n04532670 | 桥 | viaduct |
889 | n04536866 | 小提琴 | violin, fiddle |
890 | n04540053 | 排球 | volleyball |
891 | n04542943 | 煎饼锅 | waffle iron |
892 | n04548280 | 挂钟 | wall clock |
893 | n04548362 | 钱夹 | wallet, billfold, notecase, pocketbook |
894 | n04550184 | 柜子 | wardrobe, closet, press |
895 | n04552348 | 飞机 | warplane, military plane |
896 | n04553703 | 台盆 | washbasin, handbasin, washbowl, lavabo, wash-hand basin |
897 | n04554684 | 洗衣机 | washer, automatic washer, washing machine |
898 | n04557648 | 水瓶 | water bottle |
899 | n04560804 | 水壶 | water jug |
900 | n04562935 | 煤气包 | water tower |
901 | n04579145 | 水壶 | whiskey jug |
902 | n04579432 | 哨子 | whistle |
903 | n04584207 | 头发 | wig |
904 | n04589890 | 窗户 | window screen |
905 | n04590129 | 百叶窗 | window shade |
906 | n04591157 | 领带 | Windsor tie |
907 | n04591713 | 葡萄酒 | wine bottle |
908 | n04592741 | 飞机 | wing |
909 | n04596742 | 炒锅 | wok |
910 | n04597913 | 勺子 | wooden spoon |
911 | n04599235 | 围巾 | wool, woolen, woollen |
912 | n04604644 | 栅栏 | worm fence, snake fence, snake-rail fence, Virginia fence |
913 | n04606251 | 沉船 | wreck |
914 | n04612504 | 帆船 | yawl |
915 | n04613696 | 蒙古包 | yurt |
916 | n06359193 | 网页 | web site, website, internet site, site |
917 | n06596364 | 海报 | comic book |
918 | n06785654 | 填字游戏 | crossword puzzle, crossword |
919 | n06794110 | 交通标志 | street sign |
920 | n06874185 | 交通灯 | traffic light, traffic signal, stoplight |
921 | n07248320 | 书 | book jacket, dust cover, dust jacket, dust wrapper |
922 | n07565083 | 菜单 | menu |
923 | n07579787 | 菜 | plate |
924 | n07583066 | 菜 | guacamole |
925 | n07584110 | 菜 | consomme |
926 | n07590611 | 菜 | hot pot, hotpot |
927 | n07613480 | 蛋糕 | trifle |
928 | n07614500 | 冰激凌 | 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 | 面包 | pretzel |
933 | n07697313 | 汉堡 | cheeseburger |
934 | n07697537 | 热狗 | hotdog, hot dog, red hot |
935 | n07711569 | 焗饭 | mashed potato |
936 | n07714571 | 蔬菜 | head cabbage |
937 | n07714990 | 西蓝花 | broccoli |
938 | n07715103 | 花椰菜 | cauliflower |
939 | n07716358 | 蔬菜 | zucchini, courgette |
940 | n07716906 | 金瓜 | spaghetti squash |
941 | n07717410 | 南瓜 | acorn squash |
942 | n07717556 | 南瓜 | butternut squash |
943 | n07718472 | 黄瓜 | cucumber, cuke |
944 | n07718747 | 蔬菜 | artichoke, globe artichoke |
945 | n07720875 | 青椒 黄椒 红椒 | bell pepper |
946 | n07730033 | 花 | cardoon |
947 | n07734744 | 蘑菇 | mushroom |
948 | n07742313 | 苹果 | Granny Smith |
949 | n07745940 | 草莓 | Strawberry |
950 | n07747607 | 橙子 | orange |
951 | n07749582 | 柠檬 | lemon |
952 | n07753113 | 水果 | fig |
953 | n07753275 | 菠萝 | pineapple, ananas |
954 | n07753592 | 香蕉 | banana |
955 | n07754684 | 榴莲 | jackfruit, jak, jack |
956 | n07760859 | 水果 | 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 | 面团 | dough |
962 | n07871810 | 肉酱 | meat loaf, meatloaf |
963 | n07873807 | 披萨 | pizza, pizza pie |
964 | n07875152 | 派 | potpie |
965 | n07880968 | 肉卷 | burrito |
966 | n07892512 | 红酒 | red wine |
967 | n07920052 | 咖啡 | espresso |
968 | n07930864 | 茶 | cup |
969 | n07932039 | 饮料杯 | eggnog |
970 | n09193705 | 雪山 | alp |
971 | n09229709 | 泡泡 | bubble |
972 | n09246464 | 悬崖 | cliff, drop, drop-off |
973 | n09256479 | 珊瑚 | coral reef |
974 | n09288635 | 温泉 | geyser |
975 | n09332890 | 风景 | lakeside, lakeshore |
976 | n09399592 | 小岛 | promontory, headland, head, foreland |
977 | n09421951 | 沙滩 | sandbar, sand bar |
978 | n09428293 | 海滩 | seashore, coast, seacoast, sea-coast |
979 | n09468604 | 瀑布 溪流 | valley, vale |
980 | n09472597 | 火山 | volcano |
981 | n09835506 | 棒球 | ballplayer, baseball player |
982 | n10148035 | 婚礼 | groom, bridegroom |
983 | n10565667 | 潜水 | 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 | 植物 | hip, rose hip, rosehip |
990 | n12768682 | 栗子 | buckeye, horse chestnut, conker |
991 | n12985857 | 菌菇 | coral fungus |
992 | n12998815 | 菌菇 | agaric |
993 | n13037406 | 菌菇 | gyromitra |
994 | n13040303 | 菌菇 | stinkhorn, carrion fungus |
995 | n13044778 | 菌菇 | earthstar |
996 | n13052670 | 菌菇 | hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa |
997 | n13054560 | 菌菇 | bolete |
998 | n13133613 | 玉米 | ear, spike, capitulum |
999 | n15075141 | 卷筒纸 | toilet tissue, toilet paper, bathroom tissue |
关于LOC_val_solution.csv:
包含两列:
ImageId:
train/val 图像的 id,例如 n02017213 7894 或 ILSVRC2012 val_00048981
PredictionString:
预测字符串是由 5 个整数分隔的空格。例如,
n01978287 240 170 260 240
表示它的标签为 n01978287,带有坐标边界框(x min、y min、x max、y max)。重复的边界框代表同一图像中的多个框:
n04447861 248 177 417 332 n04447861 171 156 251 175 n04447861 24 133 115 254
tar -cf archive.tar foo bar#从文件foo和bar创建archive.tar。
tar -tvf archive.tar#详细列出archive.tar中的所有文件。
tar -xf archive.tar#从archive.tar中提取所有文件。
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