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。