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    千次阅读 2018-07-11 16:43:52
    n01440764,丁鲷n01443537,金鱼n01484850,大白鲨n01491361,虎鲨n01494475,锤头鲨n01496331,电鳐n01498041,黄貂鱼n01514668,公鸡n01514859,母鸡n01518878,鸵鸟n01530575,燕雀n01531178,金翅雀n01532829,家朱雀n...
    
    
    1. n01440764,丁鲷
    2. n01443537,金鱼
    3. n01484850,大白鲨
    4. n01491361,虎鲨
    5. n01494475,锤头鲨
    6. n01496331,电鳐
    7. n01498041,黄貂鱼
    8. n01514668,公鸡
    9. n01514859,母鸡
    10. n01518878,鸵鸟
    11. n01530575,燕雀
    12. n01531178,金翅雀
    13. n01532829,家朱雀
    14. n01534433,灯芯草雀
    15. n01537544,靛蓝雀,靛蓝鸟
    16. n01558993,蓝鹀
    17. n01560419,夜莺
    18. n01580077,松鸦
    19. n01582220,喜鹊
    20. n01592084,山雀
    21. n01601694,河鸟
    22. n01608432,鸢(猛禽)
    23. n01614925,秃头鹰
    24. n01616318,秃鹫
    25. n01622779,大灰猫头鹰
    26. n01629819,欧洲火蝾螈
    27. n01630670,普通蝾螈
    28. n01631663,水蜥
    29. n01632458,斑点蝾螈
    30. n01632777,蝾螈,泥狗
    31. n01641577,牛蛙
    32. n01644373,树蛙
    33. n01644900,尾蛙,铃蟾蜍,肋蟾蜍,尾蟾蜍
    34. n01664065,红海龟
    35. n01665541,皮革龟
    36. n01667114,泥龟
    37. n01667778,淡水龟
    38. n01669191,箱龟
    39. n01675722,带状壁虎
    40. n01677366,普通鬣蜥
    41. n01682714,美国变色龙
    42. n01685808,鞭尾蜥蜴
    43. n01687978,飞龙科蜥蜴
    44. n01688243,褶边蜥蜴
    45. n01689811,鳄鱼蜥蜴
    46. n01692333,毒蜥
    47. n01693334,绿蜥蜴
    48. n01694178,非洲变色龙
    49. n01695060,科莫多蜥蜴
    50. n01697457,非洲鳄,尼罗河鳄鱼
    51. n01698640,美国鳄鱼,鳄鱼
    52. n01704323,三角龙
    53. n01728572,雷蛇,蠕虫蛇
    54. n01728920,环蛇,环颈蛇
    55. n01729322,希腊蛇
    56. n01729977,绿蛇,草蛇
    57. n01734418,国王蛇
    58. n01735189,袜带蛇,草蛇
    59. n01737021,水蛇
    60. n01739381,藤蛇
    61. n01740131,夜蛇
    62. n01742172,大蟒蛇
    63. n01744401,岩石蟒蛇,岩蛇,蟒蛇
    64. n01748264,印度眼镜蛇
    65. n01749939,绿曼巴
    66. n01751748,海蛇
    67. n01753488,角腹蛇
    68. n01755581,菱纹响尾蛇
    69. n01756291,角响尾蛇
    70. n01768244,三叶虫
    71. n01770081,盲蜘蛛
    72. n01770393,蝎子
    73. n01773157,黑金花园蜘蛛
    74. n01773549,谷仓蜘蛛
    75. n01773797,花园蜘蛛
    76. n01774384,黑寡妇蜘蛛
    77. n01774750,狼蛛
    78. n01775062,狼蜘蛛,狩猎蜘蛛
    79. n01776313,壁虱
    80. n01784675,蜈蚣
    81. n01795545,黑松鸡
    82. n01796340,松鸡,雷鸟
    83. n01797886,披肩鸡,披肩榛鸡
    84. n01798484,草原鸡,草原松鸡
    85. n01806143,孔雀
    86. n01806567,鹌鹑
    87. n01807496,鹧鸪
    88. n01817953,非洲灰鹦鹉
    89. n01818515,金刚鹦鹉
    90. n01819313,硫冠鹦鹉
    91. n01820546,短尾鹦鹉
    92. n01824575,褐翅鸦鹃
    93. n01828970,蜜蜂
    94. n01829413,犀鸟
    95. n01833805,蜂鸟
    96. n01843065,鹟䴕
    97. n01843383,犀鸟
    98. n01847000,野鸭
    99. n01855032,红胸秋沙鸭
    100. n01855672,鹅
    101. n01860187,黑天鹅
    102. n01871265,大象
    103. n01872401,针鼹鼠
    104. n01873310,鸭嘴兽
    105. n01877812,沙袋鼠
    106. n01882714,考拉,考拉熊
    107. n01883070,袋熊
    108. n01910747,水母
    109. n01914609,海葵
    110. n01917289,脑珊瑚
    111. n01924916,扁形虫扁虫
    112. n01930112,线虫,蛔虫
    113. n01943899,海螺
    114. n01944390,蜗牛
    115. n01945685,鼻涕虫
    116. n01950731,海参
    117. n01955084,石鳖
    118. n01968897,鹦鹉螺
    119. n01978287,珍宝蟹
    120. n01978455,石蟹
    121. n01980166,招潮蟹
    122. n01981276,帝王蟹,阿拉斯加蟹,阿拉斯加帝王蟹
    123. n01983481,美国龙虾,缅因州龙虾
    124. n01984695,大螯虾
    125. n01985128,小龙虾
    126. n01986214,寄居蟹
    127. n01990800,等足目动物(明虾和螃蟹近亲)
    128. n02002556,白鹳
    129. n02002724,黑鹳
    130. n02006656,鹭
    131. n02007558,火烈鸟
    132. n02009229,小蓝鹭
    133. n02009912,美国鹭,大白鹭
    134. n02011460,麻鸦
    135. n02012849,鹤
    136. n02013706,秧鹤
    137. n02017213,欧洲水鸡,紫水鸡
    138. n02018207,沼泽泥母鸡,水母鸡
    139. n02018795,鸨
    140. n02025239,红翻石鹬
    141. n02027492,红背鹬,黑腹滨鹬
    142. n02028035,红脚鹬
    143. n02033041,半蹼鹬
    144. n02037110,蛎鹬
    145. n02051845,鹈鹕
    146. n02056570,国王企鹅
    147. n02058221,信天翁,大海鸟
    148. n02066245,灰鲸
    149. n02071294,杀人鲸,逆戟鲸,虎鲸
    150. n02074367,海牛
    151. n02077923,海狮
    152. n02085620,奇瓦瓦
    153. n02085782,日本猎犬
    154. n02085936,马尔济斯犬
    155. n02086079,狮子狗
    156. n02086240,西施犬
    157. n02086646,布莱尼姆猎犬
    158. n02086910,巴比狗
    159. n02087046,玩具犬
    160. n02087394,罗得西亚长背猎狗
    161. n02088094,阿富汗猎犬
    162. n02088238,猎犬
    163. n02088364,比格犬,猎兔犬
    164. n02088466,侦探犬
    165. n02088632,蓝色快狗
    166. n02089078,黑褐猎浣熊犬
    167. n02089867,沃克猎犬
    168. n02089973,英国猎狐犬
    169. n02090379,美洲赤狗
    170. n02090622,俄罗斯猎狼犬
    171. n02090721,爱尔兰猎狼犬
    172. n02091032,意大利灰狗
    173. n02091134,惠比特犬
    174. n02091244,依比沙猎犬
    175. n02091467,挪威猎犬
    176. n02091635,奥达猎犬,水獭猎犬
    177. n02091831,沙克犬,瞪羚猎犬
    178. n02092002,苏格兰猎鹿犬,猎鹿犬
    179. n02092339,威玛猎犬
    180. n02093256,斯塔福德郡牛头梗,斯塔福德郡斗牛梗
    181. n02093428,美国斯塔福德郡梗,美国比特斗牛梗,斗牛梗
    182. n02093647,贝德灵顿梗
    183. n02093754,边境梗
    184. n02093859,凯丽蓝梗
    185. n02093991,爱尔兰梗
    186. n02094114,诺福克梗
    187. n02094258,诺维奇梗
    188. n02094433,约克郡梗
    189. n02095314,刚毛猎狐梗
    190. n02095570,莱克兰梗
    191. n02095889,锡利哈姆梗
    192. n02096051,艾尔谷犬
    193. n02096177,凯恩梗
    194. n02096294,澳大利亚梗
    195. n02096437,丹迪丁蒙梗
    196. n02096585,波士顿梗
    197. n02097047,迷你雪纳瑞犬
    198. n02097130,巨型雪纳瑞犬
    199. n02097209,标准雪纳瑞犬
    200. n02097298,苏格兰梗
    201. n02097474,西藏梗,菊花狗
    202. n02097658,丝毛梗
    203. n02098105,软毛麦色梗
    204. n02098286,西高地白梗
    205. n02098413,拉萨阿普索犬
    206. n02099267,平毛寻回犬
    207. n02099429,卷毛寻回犬
    208. n02099601,金毛猎犬
    209. n02099712,拉布拉多猎犬
    210. n02099849,乞沙比克猎犬
    211. n02100236,德国短毛猎犬
    212. n02100583,维兹拉犬
    213. n02100735,英国谍犬
    214. n02100877,爱尔兰雪达犬,红色猎犬
    215. n02101006,戈登雪达犬
    216. n02101388,布列塔尼犬猎犬
    217. n02101556,黄毛,黄毛猎犬
    218. n02102040,英国史宾格犬
    219. n02102177,威尔士史宾格犬
    220. n02102318,可卡犬,英国可卡犬
    221. n02102480,萨塞克斯猎犬
    222. n02102973,爱尔兰水猎犬
    223. n02104029,哥威斯犬
    224. n02104365,舒柏奇犬
    225. n02105056,比利时牧羊犬
    226. n02105162,马里努阿犬
    227. n02105251,伯瑞犬
    228. n02105412,凯尔皮犬
    229. n02105505,匈牙利牧羊犬
    230. n02105641,老英国牧羊犬
    231. n02105855,喜乐蒂牧羊犬
    232. n02106030,牧羊犬
    233. n02106166,边境牧羊犬
    234. n02106382,法兰德斯牧牛狗
    235. n02106550,罗特韦尔犬
    236. n02106662,德国牧羊犬,德国警犬,阿尔萨斯
    237. n02107142,多伯曼犬,杜宾犬
    238. n02107312,迷你杜宾犬
    239. n02107574,大瑞士山地犬
    240. n02107683,伯恩山犬
    241. n02107908,Appenzeller狗
    242. n02108000,EntleBucher狗
    243. n02108089,拳师狗
    244. n02108422,斗牛獒
    245. n02108551,藏獒
    246. n02108915,法国斗牛犬
    247. n02109047,大丹犬
    248. n02109525,圣伯纳德狗
    249. n02109961,爱斯基摩犬,哈士奇
    250. n02110063,雪橇犬,阿拉斯加爱斯基摩狗
    251. n02110185,哈士奇
    252. n02110341,达尔马提亚,教练车狗
    253. n02110627,狮毛狗
    254. n02110806,巴辛吉狗
    255. n02110958,哈巴狗,狮子狗
    256. n02111129,莱昂贝格狗
    257. n02111277,纽芬兰岛狗
    258. n02111500,大白熊犬
    259. n02111889,萨摩耶犬
    260. n02112018,博美犬
    261. n02112137,松狮,松狮
    262. n02112350,荷兰卷尾狮毛狗
    263. n02112706,布鲁塞尔格林芬犬
    264. n02113023,彭布洛克威尔士科基犬
    265. n02113186,威尔士柯基犬
    266. n02113624,玩具贵宾犬
    267. n02113712,迷你贵宾犬
    268. n02113799,标准贵宾犬
    269. n02113978,墨西哥无毛犬
    270. n02114367,灰狼
    271. n02114548,白狼,北极狼
    272. n02114712,红太狼,鬃狼,犬犬鲁弗斯
    273. n02114855,狼,草原狼,刷狼,郊狼
    274. n02115641,澳洲野狗,澳大利亚野犬
    275. n02115913,豺
    276. n02116738,非洲猎犬,土狼犬
    277. n02117135,鬣狗
    278. n02119022,红狐狸
    279. n02119789,沙狐
    280. n02120079,北极狐狸,白狐狸
    281. n02120505,灰狐狸
    282. n02123045,虎斑猫
    283. n02123159,山猫,虎猫
    284. n02123394,波斯猫
    285. n02123597,暹罗暹罗猫,
    286. n02124075,埃及猫
    287. n02125311,美洲狮,美洲豹
    288. n02127052,猞猁,山猫
    289. n02128385,豹子
    290. n02128757,雪豹
    291. n02128925,美洲虎
    292. n02129165,狮子
    293. n02129604,老虎
    294. n02130308,猎豹
    295. n02132136,棕熊
    296. n02133161,美洲黑熊
    297. n02134084,冰熊,北极熊
    298. n02134418,懒熊
    299. n02137549,猫鼬
    300. n02138441,猫鼬,海猫
    301. n02165105,虎甲虫
    302. n02165456,瓢虫
    303. n02167151,土鳖虫
    304. n02168699,天牛
    305. n02169497,龟甲虫
    306. n02172182,粪甲虫
    307. n02174001,犀牛甲虫
    308. n02177972,象甲
    309. n02190166,苍蝇
    310. n02206856,蜜蜂
    311. n02219486,蚂蚁
    312. n02226429,蚱蜢
    313. n02229544,蟋蟀
    314. n02231487,竹节虫
    315. n02233338,蟑螂
    316. n02236044,螳螂
    317. n02256656,蝉
    318. n02259212,叶蝉
    319. n02264363,草蜻蛉
    320. n02268443,蜻蜓
    321. n02268853,豆娘,蜻蛉
    322. n02276258,优红蛱蝶
    323. n02277742,小环蝴蝶
    324. n02279972,君主蝴蝶,大斑蝶
    325. n02280649,菜粉蝶
    326. n02281406,白蝴蝶
    327. n02281787,灰蝶
    328. n02317335,海星
    329. n02319095,海胆
    330. n02321529,海参,海黄瓜
    331. n02325366,野兔
    332. n02326432,兔
    333. n02328150,安哥拉兔
    334. n02342885,仓鼠
    335. n02346627,刺猬,豪猪,
    336. n02356798,黑松鼠
    337. n02361337,土拨鼠
    338. n02363005,海狸
    339. n02364673,豚鼠,豚鼠
    340. n02389026,栗色马
    341. n02391049,斑马
    342. n02395406,猪
    343. n02396427,野猪
    344. n02397096,疣猪
    345. n02398521,河马
    346. n02403003,牛
    347. n02408429,水牛,亚洲水牛
    348. n02410509,野牛
    349. n02412080,公羊
    350. n02415577,大角羊,洛矶山大角羊
    351. n02417914,山羊
    352. n02422106,狷羚
    353. n02422699,黑斑羚
    354. n02423022,瞪羚
    355. n02437312,阿拉伯单峰骆驼,骆驼
    356. n02437616,骆驼
    357. n02441942,黄鼠狼
    358. n02442845,水貂
    359. n02443114,臭猫
    360. n02443484,黑足鼬
    361. n02444819,水獭
    362. n02445715,臭鼬,木猫
    363. n02447366,獾
    364. n02454379,犰狳
    365. n02457408,树懒
    366. n02480495,猩猩,婆罗洲猩猩
    367. n02480855,大猩猩
    368. n02481823,黑猩猩
    369. n02483362,长臂猿
    370. n02483708,合趾猿长臂猿,合趾猿
    371. n02484975,长尾猴
    372. n02486261,赤猴
    373. n02486410,狒狒
    374. n02487347,恒河猴,猕猴
    375. n02488291,白头叶猴
    376. n02488702,疣猴
    377. n02489166,长鼻猴
    378. n02490219,狨(美洲产小型长尾猴)
    379. n02492035,卷尾猴
    380. n02492660,吼猴
    381. n02493509,伶猴
    382. n02493793,蜘蛛猴
    383. n02494079,松鼠猴
    384. n02497673,马达加斯加环尾狐猴,鼠狐猴
    385. n02500267,大狐猴,马达加斯加大狐猴
    386. n02504013,印度大象,亚洲象
    387. n02504458,非洲象,非洲象
    388. n02509815,小熊猫
    389. n02510455,大熊猫
    390. n02514041,杖鱼
    391. n02526121,鳗鱼
    392. n02536864,银鲑,银鲑鱼
    393. n02606052,三色刺蝶鱼
    394. n02607072,海葵鱼
    395. n02640242,鲟鱼
    396. n02641379,雀鳝
    397. n02643566,狮子鱼
    398. n02655020,河豚
    399. n02666196,算盘
    400. n02667093,长袍
    401. n02669723,学位袍
    402. n02672831,手风琴
    403. n02676566,原声吉他
    404. n02687172,航空母舰
    405. n02690373,客机
    406. n02692877,飞艇
    407. n02699494,祭坛
    408. n02701002,救护车
    409. n02704792,水陆两用车
    410. n02708093,模拟时钟
    411. n02727426,蜂房
    412. n02730930,围裙
    413. n02747177,垃圾桶
    414. n02749479,攻击步枪,枪
    415. n02769748,背包
    416. n02776631,面包店,面包铺,
    417. n02777292,平衡木
    418. n02782093,热气球
    419. n02783161,圆珠笔
    420. n02786058,创可贴
    421. n02787622,班卓琴
    422. n02788148,栏杆,楼梯扶手
    423. n02790996,杠铃
    424. n02791124,理发师的椅子
    425. n02791270,理发店
    426. n02793495,牲口棚
    427. n02794156,晴雨表
    428. n02795169,圆筒
    429. n02797295,园地小车,手推车
    430. n02799071,棒球
    431. n02802426,篮球
    432. n02804414,婴儿床
    433. n02804610,巴松管,低音管
    434. n02807133,游泳帽
    435. n02808304,沐浴毛巾
    436. n02808440,浴缸,澡盆
    437. n02814533,沙滩车,旅行车
    438. n02814860,灯塔
    439. n02815834,高脚杯
    440. n02817516,熊皮高帽
    441. n02823428,啤酒瓶
    442. n02823750,啤酒杯
    443. n02825657,钟塔
    444. n02834397,(小儿用的)围嘴
    445. n02835271,串联自行车,
    446. n02837789,比基尼
    447. n02840245,装订册
    448. n02841315,双筒望远镜
    449. n02843684,鸟舍
    450. n02859443,船库
    451. n02860847,雪橇
    452. n02865351,饰扣式领带
    453. n02869837,阔边女帽
    454. n02870880,书橱
    455. n02871525,书店,书摊
    456. n02877765,瓶盖
    457. n02879718,弓箭
    458. n02883205,蝴蝶结领结
    459. n02892201,铜制牌位
    460. n02892767,奶罩
    461. n02894605,防波堤,海堤
    462. n02895154,铠甲
    463. n02906734,扫帚
    464. n02909870,桶
    465. n02910353,扣环
    466. n02916936,防弹背心
    467. n02917067,动车,子弹头列车
    468. n02927161,肉铺,肉菜市场
    469. n02930766,出租车
    470. n02939185,大锅
    471. n02948072,蜡烛
    472. n02950826,大炮
    473. n02951358,独木舟
    474. n02951585,开瓶器,开罐器
    475. n02963159,开衫
    476. n02965783,车镜
    477. n02966193,旋转木马
    478. n02966687,木匠的工具包,工具包
    479. n02971356,纸箱
    480. n02974003,车轮
    481. n02977058,取款机,自动取款机
    482. n02978881,盒式录音带
    483. n02979186,卡带播放器
    484. n02980441,城堡
    485. n02981792,双体船
    486. n02988304,CD播放器
    487. n02992211,大提琴
    488. n02992529,移动电话,手机
    489. n02999410,铁链
    490. n03000134,围栏
    491. n03000247,链甲
    492. n03000684,电锯,油锯
    493. n03014705,箱子
    494. n03016953,衣柜,洗脸台
    495. n03017168,编钟,钟,锣
    496. n03018349,中国橱柜
    497. n03026506,圣诞袜
    498. n03028079,教堂,教堂建筑
    499. n03032252,电影院,剧场
    500. n03041632,切肉刀,菜刀
    501. n03042490,悬崖屋
    502. n03045698,斗篷
    503. n03047690,木屐,木鞋
    504. n03062245,鸡尾酒调酒器
    505. n03063599,咖啡杯
    506. n03063689,咖啡壶
    507. n03065424,螺旋结构(楼梯)
    508. n03075370,组合锁
    509. n03085013,电脑键盘,键盘
    510. n03089624,糖果,糖果店
    511. n03095699,集装箱船
    512. n03100240,敞篷车
    513. n03109150,开瓶器,瓶螺杆
    514. n03110669,短号,喇叭
    515. n03124043,牛仔靴
    516. n03124170,牛仔帽
    517. n03125729,摇篮
    518. n03126707,起重机
    519. n03127747,头盔
    520. n03127925,板条箱
    521. n03131574,小儿床
    522. n03133878,砂锅
    523. n03134739,槌球
    524. n03141823,拐杖
    525. n03146219,胸甲
    526. n03160309,大坝,堤防
    527. n03179701,书桌
    528. n03180011,台式电脑
    529. n03187595,有线电话
    530. n03188531,尿布湿
    531. n03196217,数字时钟
    532. n03197337,数字手表
    533. n03201208,餐桌板
    534. n03207743,抹布
    535. n03207941,洗碗机,洗碟机
    536. n03208938,盘式制动器
    537. n03216828,码头,船坞,码头设施
    538. n03218198,狗拉雪橇
    539. n03220513,圆顶
    540. n03223299,门垫,垫子
    541. n03240683,钻井平台,海上钻井
    542. n03249569,鼓,乐器,鼓膜
    543. n03250847,鼓槌
    544. n03255030,哑铃
    545. n03259280,荷兰烤箱
    546. n03271574,电风扇,鼓风机
    547. n03272010,电吉他
    548. n03272562,电力机车
    549. n03290653,电视,电视柜
    550. n03291819,信封
    551. n03297495,浓缩咖啡机
    552. n03314780,扑面粉
    553. n03325584,女用长围巾
    554. n03337140,文件,文件柜,档案柜
    555. n03344393,消防船
    556. n03345487,消防车
    557. n03347037,火炉栏
    558. n03355925,旗杆
    559. n03372029,长笛
    560. n03376595,折叠椅
    561. n03379051,橄榄球头盔
    562. n03384352,叉车
    563. n03388043,喷泉
    564. n03388183,钢笔
    565. n03388549,有四根帷柱的床
    566. n03393912,运货车厢
    567. n03394916,圆号,喇叭
    568. n03400231,煎锅
    569. n03404251,裘皮大衣
    570. n03417042,垃圾车
    571. n03424325,防毒面具,呼吸器
    572. n03425413,汽油泵
    573. n03443371,高脚杯
    574. n03444034,卡丁车
    575. n03445777,高尔夫球
    576. n03445924,高尔夫球车
    577. n03447447,狭长小船
    578. n03447721,锣
    579. n03450230,礼服
    580. n03452741,钢琴
    581. n03457902,温室,苗圃
    582. n03459775,散热器格栅
    583. n03461385,杂货店,食品市场
    584. n03467068,断头台
    585. n03476684,小发夹
    586. n03476991,头发喷雾
    587. n03478589,半履带装甲车
    588. n03481172,锤子
    589. n03482405,大篮子
    590. n03483316,手摇鼓风机,吹风机
    591. n03485407,手提电脑
    592. n03485794,手帕
    593. n03492542,硬盘
    594. n03494278,口琴,口风琴
    595. n03495258,竖琴
    596. n03496892,收割机
    597. n03498962,斧头
    598. n03527444,手枪皮套
    599. n03529860,家庭影院
    600. n03530642,蜂窝
    601. n03532672,钩爪
    602. n03534580,衬裙
    603. n03535780,单杠
    604. n03538406,马车
    605. n03544143,沙漏
    606. n03584254,iPod
    607. n03584829,熨斗
    608. n03590841,南瓜灯笼
    609. n03594734,牛仔裤,蓝色牛仔裤
    610. n03594945,吉普车
    611. n03595614,运动衫,T恤
    612. n03598930,拼图
    613. n03599486,人力车
    614. n03602883,操纵杆
    615. n03617480,和服
    616. n03623198,护膝
    617. n03627232,蝴蝶结
    618. n03630383,大褂,实验室外套
    619. n03633091,长柄勺
    620. n03637318,灯罩
    621. n03642806,笔记本电脑
    622. n03649909,割草机
    623. n03657121,镜头盖
    624. n03658185,开信刀,裁纸刀
    625. n03661043,图书馆
    626. n03662601,救生艇
    627. n03666591,点火器,打火机
    628. n03670208,豪华轿车
    629. n03673027,远洋班轮
    630. n03676483,唇膏,口红
    631. n03680355,平底便鞋
    632. n03690938,洗剂
    633. n03691459,扬声器
    634. n03692522,放大镜
    635. n03697007,锯木厂
    636. n03706229,磁罗盘
    637. n03709823,邮袋
    638. n03710193,信箱
    639. n03710637,女游泳衣
    640. n03710721,有肩带浴衣
    641. n03717622,窨井盖
    642. n03720891,沙球(一种打击乐器)
    643. n03721384,马林巴木琴
    644. n03724870,面膜
    645. n03729826,火柴
    646. n03733131,花柱
    647. n03733281,迷宫
    648. n03733805,量杯
    649. n03742115,药箱
    650. n03743016,巨石,巨石结构
    651. n03759954,麦克风
    652. n03761084,微波炉
    653. n03763968,军装
    654. n03764736,奶桶
    655. n03769881,迷你巴士
    656. n03770439,迷你裙
    657. n03770679,面包车
    658. n03773504,导弹
    659. n03775071,连指手套
    660. n03775546,搅拌钵
    661. n03776460,活动房屋(由汽车拖拉的)
    662. n03777568,T型发动机小汽车
    663. n03777754,调制解调器
    664. n03781244,修道院
    665. n03782006,显示器
    666. n03785016,电瓶车
    667. n03786901,砂浆
    668. n03787032,学士
    669. n03788195,清真寺
    670. n03788365,蚊帐
    671. n03791053,摩托车
    672. n03792782,山地自行车
    673. n03792972,登山帐
    674. n03793489,鼠标,电脑鼠标
    675. n03794056,捕鼠器
    676. n03796401,搬家车
    677. n03803284,口套
    678. n03804744,钉子
    679. n03814639,颈托
    680. n03814906,项链
    681. n03825788,乳头(瓶)
    682. n03832673,笔记本,笔记本电脑
    683. n03837869,方尖碑
    684. n03838899,双簧管
    685. n03840681,陶笛,卵形笛
    686. n03841143,里程表
    687. n03843555,滤油器
    688. n03854065,风琴,管风琴
    689. n03857828,示波器
    690. n03866082,罩裙
    691. n03868242,牛车
    692. n03868863,氧气面罩
    693. n03871628,包装
    694. n03873416,船桨
    695. n03874293,明轮,桨轮
    696. n03874599,挂锁,扣锁
    697. n03876231,画笔
    698. n03877472,睡衣
    699. n03877845,宫殿
    700. n03884397,排箫,鸣管
    701. n03887697,纸巾
    702. n03888257,降落伞
    703. n03888605,双杠
    704. n03891251,公园长椅
    705. n03891332,停车收费表,停车计时器
    706. n03895866,客车,教练车
    707. n03899768,露台,阳台
    708. n03902125,付费电话
    709. n03903868,基座,基脚
    710. n03908618,铅笔盒
    711. n03908714,卷笔刀
    712. n03916031,香水(瓶)
    713. n03920288,培养皿
    714. n03924679,复印机
    715. n03929660,拨弦片,拨子
    716. n03929855,尖顶头盔
    717. n03930313,栅栏,栅栏
    718. n03930630,皮卡,皮卡车
    719. n03933933,桥墩
    720. n03935335,存钱罐
    721. n03937543,药瓶
    722. n03938244,枕头
    723. n03942813,乒乓球
    724. n03944341,风车
    725. n03947888,海盗船
    726. n03950228,水罐
    727. n03954731,木工刨
    728. n03956157,天文馆
    729. n03958227,塑料袋
    730. n03961711,板架
    731. n03967562,犁型铲雪机
    732. n03970156,手压皮碗泵
    733. n03976467,宝丽来相机
    734. n03976657,电线杆
    735. n03977966,警车,巡逻车
    736. n03980874,雨披
    737. n03982430,台球桌
    738. n03983396,充气饮料瓶
    739. n03991062,花盆
    740. n03992509,陶工旋盘
    741. n03995372,电钻
    742. n03998194,祈祷垫,地毯
    743. n04004767,打印机
    744. n04005630,监狱
    745. n04008634,炮弹,导弹
    746. n04009552,投影仪
    747. n04019541,冰球
    748. n04023962,沙包,吊球
    749. n04026417,钱包
    750. n04033901,羽管笔
    751. n04033995,被子
    752. n04037443,赛车
    753. n04039381,球拍
    754. n04040759,散热器
    755. n04041544,收音机
    756. n04044716,射电望远镜,无线电反射器
    757. n04049303,雨桶
    758. n04065272,休闲车,房车
    759. n04067472,卷轴,卷筒
    760. n04069434,反射式照相机
    761. n04070727,冰箱,冰柜
    762. n04074963,遥控器
    763. n04081281,餐厅,饮食店,食堂
    764. n04086273,左轮手枪
    765. n04090263,步枪
    766. n04099969,摇椅
    767. n04111531,电转烤肉架
    768. n04116512,橡皮
    769. n04118538,橄榄球
    770. n04118776,直尺
    771. n04120489,跑步鞋
    772. n04125021,保险柜
    773. n04127249,安全别针
    774. n04131690,盐瓶(调味用)
    775. n04133789,凉鞋
    776. n04136333,纱笼,围裙
    777. n04141076,萨克斯管
    778. n04141327,剑鞘
    779. n04141975,秤,称重机
    780. n04146614,校车
    781. n04147183,帆船
    782. n04149813,记分牌
    783. n04152593,屏幕
    784. n04153751,螺丝
    785. n04154565,螺丝刀
    786. n04162706,安全带
    787. n04179913,缝纫机
    788. n04192698,盾牌,盾牌
    789. n04200800,皮鞋店,鞋店
    790. n04201297,障子
    791. n04204238,购物篮
    792. n04204347,购物车
    793. n04208210,铁锹
    794. n04209133,浴帽
    795. n04209239,浴帘
    796. n04228054,滑雪板
    797. n04229816,滑雪面罩
    798. n04235860,睡袋
    799. n04238763,滑尺
    800. n04239074,滑动门
    801. n04243546,角子老虎机
    802. n04251144,潜水通气管
    803. n04252077,雪橇
    804. n04252225,扫雪机,扫雪机
    805. n04254120,皂液器
    806. n04254680,足球
    807. n04254777,袜子
    808. n04258138,碟式太阳能,太阳能集热器,太阳能炉
    809. n04259630,宽边帽
    810. n04263257,汤碗
    811. n04264628,空格键
    812. n04265275,空间加热器
    813. n04266014,航天飞机
    814. n04270147,铲(搅拌或涂敷用的)
    815. n04273569,快艇
    816. n04275548,蜘蛛网
    817. n04277352,纺锤,纱锭
    818. n04285008,跑车
    819. n04286575,聚光灯
    820. n04296562,舞台
    821. n04310018,蒸汽机车
    822. n04311004,钢拱桥
    823. n04311174,钢滚筒
    824. n04317175,听诊器
    825. n04325704,女用披肩
    826. n04326547,石头墙
    827. n04328186,秒表
    828. n04330267,火炉
    829. n04332243,过滤器
    830. n04335435,有轨电车,电车
    831. n04336792,担架
    832. n04344873,沙发床
    833. n04346328,佛塔
    834. n04347754,潜艇,潜水艇
    835. n04350905,套装,衣服
    836. n04355338,日晷
    837. n04355933,太阳镜
    838. n04356056,太阳镜,墨镜
    839. n04357314,防晒霜,防晒剂
    840. n04366367,悬索桥
    841. n04367480,拖把
    842. n04370456,运动衫
    843. n04371430,游泳裤
    844. n04371774,秋千
    845. n04372370,开关,电器开关
    846. n04376876,注射器
    847. n04380533,台灯
    848. n04389033,坦克,装甲战车,装甲战斗车辆
    849. n04392985,磁带播放器
    850. n04398044,茶壶
    851. n04399382,泰迪,泰迪熊
    852. n04404412,电视
    853. n04409515,网球
    854. n04417672,茅草,茅草屋顶
    855. n04418357,幕布,剧院的帷幕
    856. n04423845,顶针
    857. n04428191,脱粒机
    858. n04429376,宝座
    859. n04435653,瓦屋顶
    860. n04442312,烤面包机
    861. n04443257,烟草店,烟草
    862. n04447861,马桶
    863. n04456115,火炬
    864. n04458633,图腾柱
    865. n04461696,拖车,牵引车,清障车
    866. n04462240,玩具店
    867. n04465501,拖拉机
    868. n04467665,拖车,铰接式卡车
    869. n04476259,托盘
    870. n04479046,风衣
    871. n04482393,三轮车
    872. n04483307,三体船
    873. n04485082,三脚架
    874. n04486054,凯旋门
    875. n04487081,无轨电车
    876. n04487394,长号
    877. n04493381,浴盆,浴缸
    878. n04501370,旋转式栅门
    879. n04505470,打字机键盘
    880. n04507155,伞
    881. n04509417,独轮车
    882. n04515003,直立式钢琴
    883. n04517823,真空吸尘器
    884. n04522168,花瓶
    885. n04523525,拱顶
    886. n04525038,天鹅绒
    887. n04525305,自动售货机
    888. n04532106,祭服
    889. n04532670,高架桥
    890. n04536866,小提琴,小提琴
    891. n04540053,排球
    892. n04542943,松饼机
    893. n04548280,挂钟
    894. n04548362,钱包,皮夹
    895. n04550184,衣柜,壁橱
    896. n04552348,军用飞机
    897. n04553703,洗脸盆,洗手盆
    898. n04554684,洗衣机,自动洗衣机
    899. n04557648,水瓶
    900. n04560804,水壶
    901. n04562935,水塔
    902. n04579145,威士忌壶
    903. n04579432,哨子
    904. n04584207,假发
    905. n04589890,纱窗
    906. n04590129,百叶窗
    907. n04591157,温莎领带
    908. n04591713,葡萄酒瓶
    909. n04592741,飞机翅膀,飞机
    910. n04596742,炒菜锅
    911. n04597913,木制的勺子
    912. n04599235,毛织品,羊绒
    913. n04604644,栅栏,围栏
    914. n04606251,沉船
    915. n04612504,双桅船
    916. n04613696,蒙古包
    917. n06359193,网站,互联网网站
    918. n06596364,漫画
    919. n06785654,纵横字谜
    920. n06794110,路标
    921. n06874185,交通信号灯
    922. n07248320,防尘罩,书皮
    923. n07565083,菜单
    924. n07579787,盘子
    925. n07583066,鳄梨酱
    926. n07584110,清汤
    927. n07590611,罐焖土豆烧肉
    928. n07613480,蛋糕
    929. n07614500,冰淇淋
    930. n07615774,雪糕,冰棍,冰棒
    931. n07684084,法式面包
    932. n07693725,百吉饼
    933. n07695742,椒盐脆饼
    934. n07697313,芝士汉堡
    935. n07697537,热狗
    936. n07711569,土豆泥
    937. n07714571,结球甘蓝
    938. n07714990,西兰花
    939. n07715103,菜花
    940. n07716358,绿皮密生西葫芦
    941. n07716906,西葫芦
    942. n07717410,小青南瓜
    943. n07717556,南瓜
    944. n07718472,黄瓜
    945. n07718747,朝鲜蓟
    946. n07720875,甜椒
    947. n07730033,刺棘蓟
    948. n07734744,蘑菇
    949. n07742313,绿苹果
    950. n07745940,草莓
    951. n07747607,橘子
    952. n07749582,柠檬
    953. n07753113,无花果
    954. n07753275,菠萝
    955. n07753592,香蕉
    956. n07754684,菠萝蜜
    957. n07760859,蛋奶冻苹果
    958. n07768694,石榴
    959. n07802026,干草
    960. n07831146,烤面条加干酪沙司
    961. n07836838,巧克力酱,巧克力糖浆
    962. n07860988,面团
    963. n07871810,瑞士肉包,肉饼
    964. n07873807,披萨,披萨饼
    965. n07875152,馅饼
    966. n07880968,卷饼
    967. n07892512,红葡萄酒
    968. n07920052,意大利浓咖啡
    969. n07930864,杯子
    970. n07932039,蛋酒
    971. n09193705,高山
    972. n09229709,泡泡
    973. n09246464,悬崖
    974. n09256479,珊瑚礁
    975. n09288635,间歇泉
    976. n09332890,湖边,湖岸
    977. n09399592,海角
    978. n09421951,沙洲,沙坝
    979. n09428293,海滨,海岸
    980. n09468604,峡谷
    981. n09472597,火山
    982. n09835506,棒球,棒球运动员
    983. n10148035,新郎
    984. n10565667,潜水员
    985. n11879895,油菜
    986. n11939491,雏菊
    987. n12057211,杓兰
    988. n12144580,玉米
    989. n12267677,橡子
    990. n12620546,玫瑰果
    991. n12768682,七叶树果实
    992. n12985857,珊瑚菌
    993. n12998815,木耳
    994. n13037406,鹿花菌
    995. n13040303,鬼笔菌
    996. n13044778,地星
    997. n13052670,多叶奇果菌
    998. n13054560,牛肝菌
    999. n13133613,玉米穗
    1000. n15075141,卫生纸

    展开全文
  • 官方ImageNet标签文件synset_words.txt,用于caffe模型对图片进行分类、识别使用的标签参考。
  • ImageNet也有5.83%不可信赖 ImageNet的错误分类有许多是动物类的,需要标注人员具有专业知识,能够准确区分各个动物。 花鸡、松鸦、夜莺之间的区分,对于小编来说太难了。 跑车和赛车之间的区别还是比较大的,图一...

    点上方计算机视觉联盟获取更多干货

    仅作学术分享,不代表本公众号立场,侵权联系删除

    转载于:新智元

    AI博士笔记系列推荐

    周志华《机器学习》手推笔记正式开源!可打印版本附pdf下载链接

    「clean code」是机器学习的基础,在公开的数据集取得更好的效果也是发表论文的基础。

     

    众所周知的是,公开数据集并不都是完美的,或多或少都存在标签错误的问题。之前的工作主要关注「训练数据集」中的错误,忽视了「测试数据集」的错误。

     

    MIT在arxiv上传了一篇论文,研究了10个流行的数据集,借助Amazon的众包平台Machine Turk来检验错误率。

     

    通过算法识别并人工验证,发现确实普遍存在标签错误,10个数据集的平均错误率为3.4%

     

     

    MNIST也会出错?

     

    即使是久经沙场,被无数论文作为基准测试过的MNIST数据集,在测试集中也包含15个(人工验证过的)标签错误。

     

    不过大部分错误都属于有争议的结果,手写体写出来和看起来确实存在较大差距,例如0和6。

     

     

    CIFAR-100迷惑性的标签

    通过自然语言来定义标签,一个问题就是语言的「歧义性」。

     

    下面三张标签中,图一过于抽象,并没有看出来是大象或是什么其他物种。

    第二幅图被标注为「碗」,而被纠正为「茶杯」。cup与bowl之间的区别在于用途、大小。而根据图中比例来说,并无法分辨是碗还是杯子。

    图三小编觉得更像是桌子,一个带花纹的桌子,可能纠正错了。

     

    QuickDraw数据集有10%都是错的?

    QuickDraw共包含了五千万幅画,其中抽样测试集错误率约为10%,也就是说五百万个样例都是错误的。

     

    例如下图中,眼睛被标注为了老虎,灯泡被标注为鳄鱼皮。

     

    第三幅图笔画过于简单,想象空间比较大,数据集给出的标签是落地灯,众包人员认为是回旋镖,但还有许多其他的答案,例如大雁或者其他的具有翅膀的动物。

     

     

    还有其他离谱的标注,天使被标注成三角形,鸟标注为火炉,苹果标注为衬衫,差的有点大吧?只能说标注人员脑洞开的真的很大!

     

    ImageNet也有5.83%不可信赖

    ImageNet的错误分类有许多是动物类的,需要标注人员具有专业知识,能够准确区分各个动物。

     

    花鸡、松鸦、夜莺之间的区分,对于小编来说太难了。

     

     

    跑车和赛车之间的区别还是比较大的,图一难道不是「玩具车」?

     

    纠正标签有什么作用?

    图(a)显示,移除更多的错误标签,能够线性地提高ResNet-18的准确率。

    图(b)和图(c)说明,当纠正更多的错误标签时,准确率也会上升。

     

     

    当数据集中错误标签被纠正后,不同模型之间的排名也会发生较大变化。

     

     

    人工标注是一个既客观又主观的事情,人在做图像识别任务的时候,也无法达到100%的准确率,错误无可避免。

     

    训练集的错误标签同样会影响到模型在测试集上的表现,错误的标记可能会导致科研人员得出模型在现实世界中性能更佳的错误结论,从而破坏了机器学习系统的基准测试结果。

     

    如何建立一个可依赖的公开数据库,或依赖半监督算法来有效清洗数据,也许是下一步研究方向。

    参考资料:

    https://l7.curtisnorthcutt.com/label-errors

    end

    我是王博Kings,一名985AI博士,华为云专家/CSDN博客专家,单个AI项目在Github上获得了2000标星,为了方便大家交流,附上了联系方式。

    这是我的私人微信,还有少量坑位,可与相关学者研究人员交流学习 

    目前开设有人工智能、机器学习、计算机视觉、自动驾驶(含SLAM)、Python、求职面经、综合交流群扫描添加CV联盟微信拉你进群,备注:CV联盟

    王博Kings 的公众号,欢迎关注,干货多多

    王博Kings的系列手推笔记(附高清PDF下载):

    博士笔记 | 周志华《机器学习》手推笔记第一章思维导图

    博士笔记 | 周志华《机器学习》手推笔记第二章“模型评估与选择”

    博士笔记 | 周志华《机器学习》手推笔记第三章“线性模型”

    博士笔记 | 周志华《机器学习》手推笔记第四章“决策树”

    博士笔记 | 周志华《机器学习》手推笔记第五章“神经网络”

    博士笔记 | 周志华《机器学习》手推笔记第六章支持向量机(上)

    博士笔记 | 周志华《机器学习》手推笔记第六章支持向量机(下)

    博士笔记 | 周志华《机器学习》手推笔记第七章贝叶斯分类(上)

    博士笔记 | 周志华《机器学习》手推笔记第七章贝叶斯分类(下)

    博士笔记 | 周志华《机器学习》手推笔记第八章集成学习(上)

    博士笔记 | 周志华《机器学习》手推笔记第八章集成学习(下)

    博士笔记 | 周志华《机器学习》手推笔记第九章聚类

    博士笔记 | 周志华《机器学习》手推笔记第十章降维与度量学习

    博士笔记 | 周志华《机器学习》手推笔记第十一章特征选择与稀疏学习

    博士笔记 | 周志华《机器学习》手推笔记第十二章计算学习理论(上)

    博士笔记 | 周志华《机器学习》手推笔记第十二章计算学习理论(下)

    博士笔记 | 周志华《机器学习》手推笔记第十三章半监督学习

    博士笔记 | 周志华《机器学习》手推笔记第十四章概率图模型

    点个在看支持一下吧

    展开全文
  • imagenet类别标签文件

    2018-06-27 14:01:43
    官方ImageNet标签文件synset_words.txt,用于caffe模型对图片进行分类、识别使用的标签参考。
  • IMAGENET1000标签

    千次阅读 2019-06-22 17:32:00
    {0: 'tench, Tinca tinca', 1: 'goldfish, Carassius auratus', 2: 'great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias', 3: 'tiger shark, Galeocerdo cuvieri', 4: 'hammerhe...

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

    参考自 imagenet1000_clsidx_to_labels.txt

    转载于:https://www.cnblogs.com/imzgmc/p/11069680.html

    展开全文
  • imagenet 千分类标签翻译

    千次阅读 2020-09-28 16:41:59
    imagenet 千分类标签翻译 翻译水平有限,如有指正,恳请赐教,不定时根据建议更新更好的翻译。 中文标签 未知 丁桂鱼 金鱼 大白鲨 虎鲨 锤头鲨 电鳐 黄貂鱼 公鸡 母鸡 鸵鸟 燕雀 金翅雀 家雀 灯芯草雀 蓝鹀 知更鸟 ...

    imagenet 千分类标签翻译

    翻译水平有限,如有指正,恳请赐教,不定时根据建议更新更好的翻译。

    中文标签

    未知
    丁桂鱼
    金鱼
    大白鲨
    虎鲨
    锤头鲨
    电鳐
    黄貂鱼
    公鸡
    母鸡
    鸵鸟
    燕雀
    金翅雀
    家雀
    灯芯草雀
    蓝鹀
    知更鸟
    夜莺
    松鸦
    喜鹊
    山雀
    河鸟
    风筝
    秃鹰
    秃鹫
    大灰猫头鹰
    火蝾螈
    蝾螈
    小蜥蜴
    斑点蝾螈
    斑泥螈
    牛蛙
    树蛙
    蟾蜍
    红海龟
    革龟
    美国淡水龟
    北美淡水龟
    箱龟
    带状壁虎
    普通鬣蜥
    美洲变色龙
    鞭尾蜥蜴
    飞鬣蜥
    皱褶蜥蜴
    短吻蜥蜴
    毒蜥
    绿蜥蜴
    非洲变色龙
    科莫多龙
    非洲鳄
    美洲短吻鳄
    三角龙
    雷蛇
    环颈蛇
    沙蝰
    青蛇
    王蛇
    草蛇
    水蛇
    藤蛇
    夜蛇
    大蟒蛇
    岩蟒
    印度眼镜蛇
    绿曼巴
    海蛇
    角蝰
    响尾蛇
    角响尾蛇
    三叶虫
    盲蜘蛛
    蝎子
    黑金园蛛
    谷仓蜘蛛
    园蛛
    黑寡妇
    塔兰托毒蛛
    狼蛛
    壁虱
    蜈蚣
    黑琴鸡
    雷鸟
    流苏松鸡
    草原松鸡
    孔雀
    鹌鹑
    山鹑
    非洲灰鹦鹉
    金刚鹦鹉
    大葵花凤头鹦鹉
    短尾鹦鹉
    褐翅鸦鹃
    食蜂鸟
    犀鸟
    蜂鸟
    啄木鸟
    巨嘴鸟
    公鸭
    秋沙鸭

    黑天鹅
    长牙象
    食蚁兽
    鸭嘴兽
    沙袋鼠
    考拉
    袋熊
    水母
    海葵
    脑珊瑚
    扁虫
    线虫
    贝壳
    蜗牛
    鼻涕虫
    海参
    石鳖
    鹦鹉螺
    黄道蟹
    岩蟹
    招潮蟹
    帝王蟹
    美国龙虾
    多刺龙虾
    小龙虾
    寄居蟹
    等足动物
    白鹳
    黑鹳
    琵鹭
    火烈鸟
    小蓝鹭
    美国白鹭
    沼泽鸟

    秧鹤
    欧洲鸡
    美国沼泽鸡

    浅红翻石鹬
    滨鹬
    红脚鹬
    长嘴半蹼鹬
    蛎鹬
    鹈鹕
    帝企鹅
    信天翁
    灰鲸
    虎鲸
    儒艮
    海狮
    奇瓦瓦狗
    日本猎犬
    马耳他狗
    哈巴狗
    西施犬
    布伦海姆狗
    蝴蝶犬
    玩具梗
    罗得西亚猎犬
    阿富汗猎犬
    巴塞特猎犬
    小猎犬
    警犬
    蓝色快狗
    黑褐猎浣熊犬
    沃克猎犬
    英国猎狐犬
    美洲赤狗
    俄罗斯猎狼犬
    爱尔兰猎狼犬
    意大利灰狗
    惠比特犬
    伊比赞猎犬
    挪威猎鹿犬
    水獭猎犬
    萨卢基猎犬
    苏格兰猎鹿犬
    威玛猎犬
    斯塔福郡斗牛梗
    美国比特斗牛梗
    贝灵顿梗
    边境梗
    克里蓝梗
    爱尔兰梗
    诺福克梗
    诺维奇梗
    约克郡梗
    钢丝毛狐狸梗
    莱克兰梗
    西里汉梗
    万能梗
    凯恩梗
    澳大利亚梗
    丹迪·丁蒙特梗
    波士顿梗
    迷你雪纳瑞
    巨型雪纳瑞
    标准雪纳瑞
    苏格兰梗
    藏梗
    丝滑梗
    爱尔兰软毛挭
    西高地白梗
    拉萨阿普索犬
    平滑毛寻回犬
    卷毛寻回犬
    金毛寻回犬
    拉布拉多寻回犬
    切萨皮克湾寻回犬
    德国短毛指示犬
    匈牙利指示犬
    英国赛特犬
    爱尔兰塞特犬
    戈登塞特犬
    布列塔尼猎犬
    克伦伯猎犬
    英国斯普林格猎犬
    威尔士斯普林格猎犬
    英国可卡犬
    苏塞克斯猎犬
    爱尔兰水猎犬
    哥威斯犬
    舒伯齐犬
    格罗安达犬
    玛伦牧羊犬
    布里牧羊犬
    凯尔皮犬
    匈牙利牧羊犬
    英国牧羊犬
    喜乐蒂牧羊犬
    柯利牧羊犬
    边境柯利牧羊犬
    法兰德斯牧牛犬
    罗特韦尔犬
    德国牧羊犬
    杜宾犬
    迷你杜宾犬
    大瑞士山狗
    伯尔尼山狗
    阿彭泽尔山狗
    恩特布鲁尔山狗
    拳师犬
    斗牛獒
    藏獒
    法国斗牛犬
    大丹犬
    圣伯纳犬
    哈士奇
    阿拉斯加雪橇犬
    西伯利亚哈士奇
    马车犬
    猴犬
    巴辛吉犬
    哈巴狗
    莱昂伯格犬
    纽芬兰犬
    大白熊犬
    萨摩耶德犬
    波美拉尼亚犬
    松狮犬
    荷兰卷尾狮毛犬
    勃拉帮特格里芬犬
    彭布罗克威尔士柯基
    卡迪根威尔士柯基
    玩具贵宾犬
    迷你贵宾犬
    标准贵宾犬
    墨西哥无毛犬
    灰狼
    白狼
    红狼
    草原狼
    澳洲野犬
    印度野犬
    非洲猎犬
    鬣狗
    红狐
    基特狐
    白狐
    银狐
    斑纹猫
    虎猫
    波斯猫
    暹罗猫
    埃及猫
    美洲狮
    山猫
    豹子
    雪豹
    美洲豹
    狮子
    老虎
    猎豹
    棕熊
    美国黑熊
    北极熊
    树懒熊
    猫鼬
    海猫
    虎甲虫
    瓢虫
    地甲虫
    天牛甲虫
    叶甲虫
    粪甲虫
    独角仙
    象鼻虫
    苍蝇
    蜜蜂
    蚂蚁
    蚱蜢
    蟋蟀
    竹节虫
    蟑螂
    螳螂

    叶蝉
    草蜻蛉
    蜻蜓
    豆娘
    彩蝶
    眼蝶
    帝王蝶
    纹白蝶
    粉蝶
    灰蝶
    海星
    海胆
    海参
    绵尾兔
    野兔
    安哥拉兔
    仓鼠
    刺猬
    狐松鼠
    土拨鼠
    海狸
    豚鼠
    栗色动物
    斑马

    野猪
    疣猪
    河马

    水牛
    野牛
    公羊
    大角羊
    野山羊
    大羚羊
    黑斑羚
    瞪羚
    单峰骆驼
    无峰驼
    黄鼠狼

    艾鼬
    黑脚雪貂
    水獭
    臭鼬

    犰狳
    三趾树懒
    猩猩
    大猩猩
    黑猩猩
    长臂猿
    合趾猿
    长尾猴
    胡萨尔猴
    狒狒
    猕猴
    叶猴
    疣猴
    长鼻猴
    绒猴
    卷尾猴
    吼猴
    伶猴
    蜘蛛猴
    松鼠猴
    卷尾狐猴
    光面狐猴
    印度象
    非洲象
    小熊猫
    大熊猫
    蛇鲭
    鳗鱼
    鲑鱼
    三色刺蝶鱼
    小丑鱼
    鲟鱼
    黄鳝
    狮子鱼
    河豚
    算盘
    长袍
    学位服
    手风琴
    木吉他
    航母
    飞机
    飞船
    圣坛
    救护车
    两栖车辆
    模拟时钟
    蜂箱
    围裙
    垃圾桶
    突击步枪
    背包
    面包店
    平衡木
    气球
    圆珠笔
    创可贴
    五弦琴
    栏杆
    杠铃
    理发椅
    理发店
    车库
    气压计
    木桶
    手推车
    棒球
    篮球
    摇篮
    巴松管
    泳帽
    浴巾
    浴缸
    旅行车
    灯塔
    烧杯
    熊皮帽子
    啤酒瓶
    啤酒玻璃
    钟架
    围兜
    双人自行车
    比基尼
    活页夹
    双筒望远镜
    禽舍
    船库
    雪橇
    波洛领带
    阔边女帽
    书架
    书店
    瓶盖
    琴弓
    蝴蝶结
    牌匾
    胸罩
    防波堤
    胸甲
    扫帚
    提桶
    皮带扣
    防弹背心
    子弹头列车
    肉店
    出租汽车
    大锅
    蜡烛
    大炮
    独木舟
    开罐器
    羊毛衫
    后视镜
    旋转木马
    工具箱
    纸板箱
    汽车轮
    自动提款机
    卡带
    卡带机
    城堡
    游艇
    CD播放器
    大提琴
    手机
    链子
    链状栅栏
    链甲
    链锯

    洗脸台
    蜂鸣器
    瓷器柜
    圣诞袜
    教堂
    电影院
    切肉刀
    悬崖住所
    斗篷
    木屐
    鸡尾酒调制器
    咖啡杯
    咖啡壶
    螺环
    密码锁
    电脑键盘
    糖果店
    集装箱船
    敞篷车
    螺旋拔塞机
    喇叭
    牛仔靴
    牛仔帽
    摇篮
    起重机
    安全帽
    板条箱
    婴儿床
    瓦罐
    槌球
    拐杖
    胸甲
    堤坝
    桌子
    台式电脑
    拨号电话
    餐巾
    数字时钟
    数字手表
    餐桌
    抹布
    洗碗机
    盘式制动器
    船坞
    狗雪橇
    穹顶
    擦鞋垫
    海上钻井平台

    鼓槌
    哑铃
    荷兰烤肉锅
    电风扇
    电吉他
    电力机车
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    中英混合

    ‘unknown’ 未知
    ‘tench, Tinca tinca’ 丁桂鱼
    ‘goldfish, Carassius auratus’ 金鱼
    ‘great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias’ 大白鲨
    ‘tiger shark, Galeocerdo cuvieri’ 虎鲨
    ‘hammerhead, hammerhead shark’ 锤头鲨
    ‘electric ray, crampfish, numbfish, torpedo’ 电鳐
    ‘stingray’ 黄貂鱼
    ‘cock’ 公鸡
    ‘hen’ 母鸡
    ‘ostrich, Struthio camelus’ 鸵鸟
    ‘brambling, Fringilla montifringilla’ 燕雀
    ‘goldfinch, Carduelis carduelis’ 金翅雀
    ‘house finch, linnet, Carpodacus mexicanus’ 家雀
    ‘junco, snowbird’ 灯芯草雀
    ‘indigo bunting, indigo finch, indigo bird, Passerina cyanea’ 蓝鹀
    ‘robin, American robin, Turdus migratorius’ 知更鸟
    ‘bulbul’ 夜莺
    ‘jay’ 松鸦
    ‘magpie’ 喜鹊
    ‘chickadee’ 山雀
    ‘water ouzel, dipper’ 河鸟
    ‘kite’ 风筝
    ‘bald eagle, American eagle, Haliaeetus leucocephalus’ 秃鹰
    ‘vulture’ 秃鹫
    ‘great grey owl, great gray owl, Strix nebulosa’ 大灰猫头鹰
    ‘European fire salamander, Salamandra salamandra’ 火蝾螈
    ‘common newt, Triturus vulgaris’ 蝾螈
    ‘eft’ 小蜥蜴
    ‘spotted salamander, Ambystoma maculatum’ 斑点蝾螈
    ‘axolotl, mud puppy, Ambystoma mexicanum’ 斑泥螈
    ‘bullfrog, Rana catesbeiana’ 牛蛙
    ‘tree frog, tree-frog’ 树蛙
    ‘tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui’ 蟾蜍
    ‘loggerhead, loggerhead turtle, Caretta caretta’ 红海龟
    ‘leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea’ 革龟
    ‘mud turtle’ 美国淡水龟
    ‘terrapin’ 北美淡水龟
    ‘box turtle, box tortoise’ 箱龟
    ‘banded gecko’ 带状壁虎
    ‘common iguana, iguana, Iguana iguana’ 普通鬣蜥
    ‘American chameleon, anole, Anolis carolinensis’ 美洲变色龙
    ‘whiptail, whiptail lizard’ 鞭尾蜥蜴
    ‘agama’ 飞鬣蜥
    ‘frilled lizard, Chlamydosaurus kingi’ 皱褶蜥蜴
    ‘alligator lizard’ 短吻蜥蜴
    ‘Gila monster, Heloderma suspectum’ 毒蜥
    ‘green lizard, Lacerta viridis’ 绿蜥蜴
    ‘African chameleon, Chamaeleo chamaeleon’ 非洲变色龙
    ‘Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis’ 科莫多龙
    ‘African crocodile, Nile crocodile, Crocodylus niloticus’ 非洲鳄
    ‘American alligator, Alligator mississipiensis’ 美洲短吻鳄
    ‘triceratops’ 三角龙
    ‘thunder snake, worm snake, Carphophis amoenus’ 雷蛇
    ‘ringneck snake, ring-necked snake, ring snake’ 环颈蛇
    ‘hognose snake, puff adder, sand viper’ 沙蝰
    ‘green snake, grass snake’ 青蛇
    ‘king snake, kingsnake’ 王蛇
    ‘garter snake, grass snake’ 草蛇
    ‘water snake’ 水蛇
    ‘vine snake’ 藤蛇
    ‘night snake, Hypsiglena torquata’ 夜蛇
    ‘boa constrictor, Constrictor constrictor’ 大蟒蛇
    ‘rock python, rock snake, Python sebae’ 岩蟒
    ‘Indian cobra, Naja naja’ 印度眼镜蛇
    ‘green mamba’ 绿曼巴
    ‘sea snake’ 海蛇
    ‘horned viper, cerastes, sand viper, horned asp, Cerastes cornutus’ 角蝰
    ‘diamondback, diamondback rattlesnake, Crotalus adamanteus’ 响尾蛇
    ‘sidewinder, horned rattlesnake, Crotalus cerastes’ 角响尾蛇
    ‘trilobite’ 三叶虫
    ‘harvestman, daddy longlegs, Phalangium opilio’ 盲蜘蛛
    ‘scorpion’ 蝎子
    ‘black and gold garden spider, Argiope aurantia’ 黑金园蛛
    ‘barn spider, Araneus cavaticus’ 谷仓蜘蛛
    ‘garden spider, Aranea diademata’ 园蛛
    ‘black widow, Latrodectus mactans’ 黑寡妇
    ‘tarantula’ 塔兰托毒蛛
    ‘wolf spider, hunting spider’ 狼蛛
    ‘tick’ 壁虱
    ‘centipede’ 蜈蚣
    ‘black grouse’ 黑琴鸡
    ‘ptarmigan’ 雷鸟
    ‘ruffed grouse, partridge, Bonasa umbellus’ 流苏松鸡
    ‘prairie chicken, prairie grouse, prairie fowl’ 草原松鸡
    ‘peacock’ 孔雀
    ‘quail’ 鹌鹑
    ‘partridge’ 山鹑
    ‘African grey, African gray, Psittacus erithacus’ 非洲灰鹦鹉
    ‘macaw’ 金刚鹦鹉
    ‘sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita’ 大葵花凤头鹦鹉
    ‘lorikeet’ 短尾鹦鹉
    ‘coucal’ 褐翅鸦鹃
    ‘bee eater’ 食蜂鸟
    ‘hornbill’ 犀鸟
    ‘hummingbird’ 蜂鸟
    ‘jacamar’ 啄木鸟
    ‘toucan’ 巨嘴鸟
    ‘drake’ 公鸭
    ‘red-breasted merganser, Mergus serrator’ 秋沙鸭
    ‘goose’ 鹅
    ‘black swan, Cygnus atratus’ 黑天鹅
    ‘tusker’ 长牙象
    ‘echidna, spiny anteater, anteater’ 食蚁兽
    ‘platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus’ 鸭嘴兽
    ‘wallaby, brush kangaroo’ 沙袋鼠
    ‘koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus’ 考拉
    ‘wombat’ 袋熊
    ‘jellyfish’ 水母
    ‘sea anemone, anemone’ 海葵
    ‘brain coral’ 脑珊瑚
    ‘flatworm, platyhelminth’ 扁虫
    ‘nematode, nematode worm, roundworm’ 线虫
    ‘conch’ 贝壳
    ‘snail’ 蜗牛
    ‘slug’ 鼻涕虫
    ‘sea slug, nudibranch’ 海参
    ‘chiton, coat-of-mail shell, sea cradle, polyplacophore’ 石鳖
    ‘chambered nautilus, pearly nautilus, nautilus’ 鹦鹉螺
    ‘Dungeness crab, Cancer magister’ 黄道蟹
    ‘rock crab, Cancer irroratus’ 岩蟹
    ‘fiddler crab’ 招潮蟹
    ‘king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica’ 帝王蟹
    ‘American lobster, Northern lobster, Maine lobster, Homarus americanus’ 美国龙虾
    ‘spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish’ 多刺龙虾
    ‘crayfish, crawfish, crawdad, crawdaddy’ 小龙虾
    ‘hermit crab’ 寄居蟹
    ‘isopod’ 等足动物
    ‘white stork, Ciconia ciconia’ 白鹳
    ‘black stork, Ciconia nigra’ 黑鹳
    ‘spoonbill’ 琵鹭
    ‘flamingo’ 火烈鸟
    ‘little blue heron, Egretta caerulea’ 小蓝鹭
    ‘American egret, great white heron, Egretta albus’ 美国白鹭
    ‘bittern’ 沼泽鸟
    ‘crane’ 鹤
    ‘limpkin, Aramus pictus’ 秧鹤
    ‘European gallinule, Porphyrio porphyrio’ 欧洲鸡
    ‘American coot, marsh hen, mud hen, water hen, Fulica americana’ 美国沼泽鸡
    ‘bustard’ 鸨
    ‘ruddy turnstone, Arenaria interpres’ 浅红翻石鹬
    ‘red-backed sandpiper, dunlin, Erolia alpina’ 滨鹬
    ‘redshank, Tringa totanus’ 红脚鹬
    ‘dowitcher’ 长嘴半蹼鹬
    ‘oystercatcher, oyster catcher’ 蛎鹬
    ‘pelican’ 鹈鹕
    ‘king penguin, Aptenodytes patagonica’ 帝企鹅
    ‘albatross, mollymawk’ 信天翁
    ‘grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus’ 灰鲸
    ‘killer whale, killer, orca, grampus, sea wolf, Orcinus orca’ 虎鲸
    ‘dugong, Dugong dugon’ 儒艮
    ‘sea lion’ 海狮
    ‘Chihuahua’ 奇瓦瓦狗
    ‘Japanese spaniel’ 日本猎犬
    ‘Maltese dog, Maltese terrier, Maltese’ 马耳他狗
    ‘Pekinese, Pekingese, Peke’ 哈巴狗
    ‘Shih-Tzu’ 西施犬
    ‘Blenheim spaniel’ 布伦海姆狗
    ‘papillon’ 蝴蝶犬
    ‘toy terrier’ 玩具梗
    ‘Rhodesian ridgeback’ 罗得西亚猎犬
    ‘Afghan hound, Afghan’ 阿富汗猎犬
    ‘basset, basset hound’ 巴塞特猎犬
    ‘beagle’ 小猎犬
    ‘bloodhound, sleuthhound’ 警犬
    ‘bluetick’ 蓝色快狗
    ‘black-and-tan coonhound’ 黑褐猎浣熊犬
    ‘Walker hound, Walker foxhound’ 沃克猎犬
    ‘English foxhound’ 英国猎狐犬
    ‘redbone’ 美洲赤狗
    ‘borzoi, Russian wolfhound’ 俄罗斯猎狼犬
    ‘Irish wolfhound’ 爱尔兰猎狼犬
    ‘Italian greyhound’ 意大利灰狗
    ‘whippet’ 惠比特犬
    ‘Ibizan hound, Ibizan Podenco’ 伊比赞猎犬
    ‘Norwegian elkhound, elkhound’ 挪威猎鹿犬
    ‘otterhound, otter hound’ 水獭猎犬
    ‘Saluki, gazelle hound’ 萨卢基猎犬
    ‘Scottish deerhound, deerhound’ 苏格兰猎鹿犬
    ‘Weimaraner’ 威玛猎犬
    ‘Staffordshire bullterrier, Staffordshire bull terrier’ 斯塔福郡斗牛梗
    ‘American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier’ 美国比特斗牛梗
    ‘Bedlington terrier’ 贝灵顿梗
    ‘Border terrier’ 边境梗
    ‘Kerry blue terrier’ 克里蓝梗
    ‘Irish terrier’ 爱尔兰梗
    ‘Norfolk terrier’ 诺福克梗
    ‘Norwich terrier’ 诺维奇梗
    ‘Yorkshire terrier’ 约克郡梗
    ‘wire-haired fox terrier’ 钢丝毛狐狸梗
    ‘Lakeland terrier’ 莱克兰梗
    ‘Sealyham terrier, Sealyham’ 西里汉梗
    ‘Airedale, Airedale terrier’ 万能梗
    ‘cairn, cairn terrier’ 凯恩梗
    ‘Australian terrier’ 澳大利亚梗
    ‘Dandie Dinmont, Dandie Dinmont terrier’ 丹迪·丁蒙特梗
    ‘Boston bull, Boston terrier’ 波士顿梗
    ‘miniature schnauzer’ 迷你雪纳瑞
    ‘giant schnauzer’ 巨型雪纳瑞
    ‘standard schnauzer’ 标准雪纳瑞
    ‘Scotch terrier, Scottish terrier, Scottie’ 苏格兰梗
    ‘Tibetan terrier, chrysanthemum dog’ 藏梗
    ‘silky terrier, Sydney silky’ 丝滑梗
    ‘soft-coated wheaten terrier’ 爱尔兰软毛挭
    ‘West Highland white terrier’ 西高地白梗
    ‘Lhasa, Lhasa apso’ 拉萨阿普索犬
    ‘flat-coated retriever’ 平滑毛寻回犬
    ‘curly-coated retriever’ 卷毛寻回犬
    ‘golden retriever’ 金毛寻回犬
    ‘Labrador retriever’ 拉布拉多寻回犬
    ‘Chesapeake Bay retriever’ 切萨皮克猎犬
    ‘German short-haired pointer’ 德国短毛指示犬
    ‘vizsla, Hungarian pointer’ 匈牙利指示犬
    ‘English setter’ 英国赛特犬
    ‘Irish setter, red setter’ 爱尔兰塞特犬
    ‘Gordon setter’ 戈登塞特犬
    ‘Brittany spaniel’ 布列塔尼猎犬
    ‘clumber, clumber spaniel’ 克伦伯猎犬
    ‘English springer, English springer spaniel’ 英·斯普林格犬
    ‘Welsh springer spaniel’ 威·斯普林格犬
    ‘cocker spaniel, English cocker spaniel, cocker’ 英国可卡犬
    ‘Sussex spaniel’ 苏塞克斯猎犬
    ‘Irish water spaniel’ 爱尔兰水猎犬
    ‘kuvasz’ 哥威斯犬
    ‘schipperke’ 舒伯齐犬
    ‘groenendael’ 格罗安达犬
    ‘malinois’ 玛伦牧羊犬
    ‘briard’ 布里牧羊犬
    ‘kelpie’ 凯尔皮犬
    ‘komondor’ 匈牙利牧羊犬
    ‘Old English sheepdog, bobtail’ 英国牧羊犬
    ‘Shetland sheepdog, Shetland sheep dog, Shetland’ 喜乐蒂牧羊犬
    ‘collie’ 柯利牧羊犬
    ‘Border collie’ 边境柯利牧羊犬
    ‘Bouvier des Flandres, Bouviers des Flandres’ 法兰德斯牧牛犬
    ‘Rottweiler’ 罗特韦尔犬
    ‘German shepherd, German shepherd dog, German police dog, alsatian’ 德国牧羊犬
    ‘Doberman, Doberman pinscher’ 杜宾犬
    ‘miniature pinscher’ 迷你杜宾犬
    ‘Greater Swiss Mountain dog’ 大瑞士山狗
    ‘Bernese mountain dog’ 伯尔尼山狗
    ‘Appenzeller’ 阿彭泽尔山狗
    ‘EntleBucher’ 恩特布鲁尔山狗
    ‘boxer’ 拳师犬
    ‘bull mastiff’ 斗牛獒
    ‘Tibetan mastiff’ 藏獒
    ‘French bulldog’ 法国斗牛犬
    ‘Great Dane’ 大丹犬
    ‘Saint Bernard, St Bernard’ 圣伯纳犬
    ‘Eskimo dog, husky’ 哈士奇
    ‘malamute, malemute, Alaskan malamute’ 阿拉斯加雪橇犬
    ‘Siberian husky’ 西伯利亚哈士奇
    ‘dalmatian, coach dog, carriage dog’ 马车犬
    ‘affenpinscher, monkey pinscher, monkey dog’ 猴犬
    ‘basenji’ 巴辛吉犬
    ‘pug, pug-dog’ 哈巴狗
    ‘Leonberg’ 莱昂伯格犬
    ‘Newfoundland, Newfoundland dog’ 纽芬兰犬
    ‘Great Pyrenees’ 大白熊犬
    ‘Samoyed, Samoyede’ 萨摩耶德犬
    ‘Pomeranian’ 波美拉尼亚犬
    ‘chow, chow chow’ 松狮犬
    ‘keeshond’ 荷兰卷尾狮毛犬
    ‘Brabancon griffon’ 勃·格里芬犬
    ‘Pembroke, Pembroke Welsh corgi’ 彭·威尔士柯基
    ‘Cardigan, Cardigan Welsh corgi’ 卡·威尔士柯基
    ‘toy poodle’ 玩具贵宾犬
    ‘miniature poodle’ 迷你贵宾犬
    ‘standard poodle’ 标准贵宾犬
    ‘Mexican hairless’ 墨西哥无毛犬
    ‘timber wolf, grey wolf, gray wolf, Canis lupus’ 灰狼
    ‘white wolf, Arctic wolf, Canis lupus tundrarum’ 白狼
    ‘red wolf, maned wolf, Canis rufus, Canis niger’ 红狼
    ‘coyote, prairie wolf, brush wolf, Canis latrans’ 草原狼
    ‘dingo, warrigal, warragal, Canis dingo’ 澳洲野犬
    ‘dhole, Cuon alpinus’ 印度野犬
    ‘African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus’ 非洲猎犬
    ‘hyena, hyaena’ 鬣狗
    ‘red fox, Vulpes vulpes’ 红狐
    ‘kit fox, Vulpes macrotis’ 基特狐
    ‘Arctic fox, white fox, Alopex lagopus’ 白狐
    ‘grey fox, gray fox, Urocyon cinereoargenteus’ 银狐
    ‘tabby, tabby cat’ 斑纹猫
    ‘tiger cat’ 虎猫
    ‘Persian cat’ 波斯猫
    ‘Siamese cat, Siamese’ 暹罗猫
    ‘Egyptian cat’ 埃及猫
    ‘cougar, puma, catamount, mountain lion, painter, panther, Felis concolor’ 美洲狮
    ‘lynx, catamount’ 山猫
    ‘leopard, Panthera pardus’ 豹子
    ‘snow leopard, ounce, Panthera uncia’ 雪豹
    ‘jaguar, panther, Panthera onca, Felis onca’ 美洲豹
    ‘lion, king of beasts, Panthera leo’ 狮子
    ‘tiger, Panthera tigris’ 老虎
    ‘cheetah, chetah, Acinonyx jubatus’ 猎豹
    ‘brown bear, bruin, Ursus arctos’ 棕熊
    ‘American black bear, black bear, Ursus americanus, Euarctos americanus’ 美国黑熊
    ‘ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus’ 北极熊
    ‘sloth bear, Melursus ursinus, Ursus ursinus’ 树懒熊
    ‘mongoose’ 猫鼬
    ‘meerkat, mierkat’ 海猫
    ‘tiger beetle’ 虎甲虫
    ‘ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle’ 瓢虫
    ‘ground beetle, carabid beetle’ 地甲虫
    ‘long-horned beetle, longicorn, longicorn beetle’ 天牛甲虫
    ‘leaf beetle, chrysomelid’ 叶甲虫
    ‘dung beetle’ 粪甲虫
    ‘rhinoceros beetle’ 独角仙
    ‘weevil’ 象鼻虫
    ‘fly’ 苍蝇
    ‘bee’ 蜜蜂
    ‘ant, emmet, pismire’ 蚂蚁
    ‘grasshopper, hopper’ 蚱蜢
    ‘cricket’ 蟋蟀
    ‘walking stick, walkingstick, stick insect’ 竹节虫
    ‘cockroach, roach’ 蟑螂
    ‘mantis, mantid’ 螳螂
    ‘cicada, cicala’ 蝉
    ‘leafhopper’ 叶蝉
    ‘lacewing, lacewing fly’ 草蜻蛉
    “dragonfly, darning needle, devil’s darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk” 蜻蜓
    ‘damselfly’ 豆娘
    ‘admiral’ 彩蝶
    ‘ringlet, ringlet butterfly’ 眼蝶
    ‘monarch, monarch butterfly, milkweed butterfly, Danaus plexippus’ 帝王蝶
    ‘cabbage butterfly’ 纹白蝶
    ‘sulphur butterfly, sulfur butterfly’ 粉蝶
    ‘lycaenid, lycaenid butterfly’ 灰蝶
    ‘starfish, sea star’ 海星
    ‘sea urchin’ 海胆
    ‘sea cucumber, holothurian’ 海参
    ‘wood rabbit, cottontail, cottontail rabbit’ 绵尾兔
    ‘hare’ 野兔
    ‘Angora, Angora rabbit’ 安哥拉兔
    ‘hamster’ 仓鼠
    ‘porcupine, hedgehog’ 刺猬
    ‘fox squirrel, eastern fox squirrel, Sciurus niger’ 狐松鼠
    ‘marmot’ 土拨鼠
    ‘beaver’ 海狸
    ‘guinea pig, Cavia cobaya’ 豚鼠
    ‘sorrel’ 栗色动物
    ‘zebra’ 斑马
    ‘hog, pig, grunter, squealer, Sus scrofa’ 猪
    ‘wild boar, boar, Sus scrofa’ 野猪
    ‘warthog’ 疣猪
    ‘hippopotamus, hippo, river horse, Hippopotamus amphibius’ 河马
    ‘ox’ 牛
    ‘water buffalo, water ox, Asiatic buffalo, Bubalus bubalis’ 水牛
    ‘bison’ 野牛
    ‘ram, tup’ 公羊
    ‘bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis’ 大角羊
    ‘ibex, Capra ibex’ 野山羊
    ‘hartebeest’ 大羚羊
    ‘impala, Aepyceros melampus’ 黑斑羚
    ‘gazelle’ 瞪羚
    ‘Arabian camel, dromedary, Camelus dromedarius’ 单峰骆驼
    ‘llama’ 无峰驼
    ‘weasel’ 黄鼠狼
    ‘mink’ 貂
    ‘polecat, fitch, foulmart, foumart, Mustela putorius’ 艾鼬
    ‘black-footed ferret, ferret, Mustela nigripes’ 黑脚雪貂
    ‘otter’ 水獭
    ‘skunk, polecat, wood pussy’ 臭鼬
    ‘badger’ 獾
    ‘armadillo’ 犰狳
    ‘three-toed sloth, ai, Bradypus tridactylus’ 三趾树懒
    ‘orangutan, orang, orangutang, Pongo pygmaeus’ 猩猩
    ‘gorilla, Gorilla gorilla’ 大猩猩
    ‘chimpanzee, chimp, Pan troglodytes’ 黑猩猩
    ‘gibbon, Hylobates lar’ 长臂猿
    ‘siamang, Hylobates syndactylus, Symphalangus syndactylus’ 合趾猿
    ‘guenon, guenon monkey’ 长尾猴
    ‘patas, hussar monkey, Erythrocebus patas’ 胡萨尔猴
    ‘baboon’ 狒狒
    ‘macaque’ 猕猴
    ‘langur’ 叶猴
    ‘colobus, colobus monkey’ 疣猴
    ‘proboscis monkey, Nasalis larvatus’ 长鼻猴
    ‘marmoset’ 绒猴
    ‘capuchin, ringtail, Cebus capucinus’ 卷尾猴
    ‘howler monkey, howler’ 吼猴
    ‘titi, titi monkey’ 伶猴
    ‘spider monkey, Ateles geoffroyi’ 蜘蛛猴
    ‘squirrel monkey, Saimiri sciureus’ 松鼠猴
    ‘Madagascar cat, ring-tailed lemur, Lemur catta’ 卷尾狐猴
    ‘indri, indris, Indri indri, Indri brevicaudatus’ 光面狐猴
    ‘Indian elephant, Elephas maximus’ 印度象
    ‘African elephant, Loxodonta africana’ 非洲象
    ‘lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens’ 小熊猫
    ‘giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca’ 大熊猫
    ‘barracouta, snoek’ 蛇鲭
    ‘eel’ 鳗鱼
    ‘coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch’ 鲑鱼
    ‘rock beauty, Holocanthus tricolor’ 三色刺蝶鱼
    ‘anemone fish’ 小丑鱼
    ‘sturgeon’ 鲟鱼
    ‘gar, garfish, garpike, billfish, Lepisosteus osseus’ 黄鳝
    ‘lionfish’ 狮子鱼
    ‘puffer, pufferfish, blowfish, globefish’ 河豚
    ‘abacus’ 算盘
    ‘abaya’ 长袍
    “academic gown, academic robe, judge’s robe” 学位服
    ‘accordion, piano accordion, squeeze box’ 手风琴
    ‘acoustic guitar’ 木吉他
    ‘aircraft carrier, carrier, flattop, attack aircraft carrier’ 航母
    ‘airliner’ 飞机
    ‘airship, dirigible’ 飞船
    ‘altar’ 圣坛
    ‘ambulance’ 救护车
    ‘amphibian, amphibious vehicle’ 两栖车辆
    ‘analog clock’ 模拟时钟
    ‘apiary, bee house’ 蜂箱
    ‘apron’ 围裙
    ‘ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin’ 垃圾桶
    ‘assault rifle, assault gun’ 突击步枪
    ‘backpack, back pack, knapsack, packsack, rucksack, haversack’ 背包
    ‘bakery, bakeshop, bakehouse’ 面包店
    ‘balance beam, beam’ 平衡木
    ‘balloon’ 气球
    ‘ballpoint, ballpoint pen, ballpen, Biro’ 圆珠笔
    ‘Band Aid’ 创可贴
    ‘banjo’ 五弦琴
    ‘bannister, banister, balustrade, balusters, handrail’ 栏杆
    ‘barbell’ 杠铃
    ‘barber chair’ 理发椅
    ‘barbershop’ 理发店
    ‘barn’ 车库
    ‘barometer’ 气压计
    ‘barrel, cask’ 木桶
    ‘barrow, garden cart, lawn cart, wheelbarrow’ 手推车
    ‘baseball’ 棒球
    ‘basketball’ 篮球
    ‘bassinet’ 摇篮
    ‘bassoon’ 巴松管
    ‘bathing cap, swimming cap’ 泳帽
    ‘bath towel’ 浴巾
    ‘bathtub, bathing tub, bath, tub’ 浴缸
    ‘beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon’ 旅行车
    ‘beacon, lighthouse, beacon light, pharos’ 灯塔
    ‘beaker’ 烧杯
    ‘bearskin, busby, shako’ 熊皮帽子
    ‘beer bottle’ 啤酒瓶
    ‘beer glass’ 啤酒玻璃
    ‘bell cote, bell cot’ 钟架
    ‘bib’ 围兜
    ‘bicycle-built-for-two, tandem bicycle, tandem’ 双人自行车
    ‘bikini, two-piece’ 比基尼
    ‘binder, ring-binder’ 活页夹
    ‘binoculars, field glasses, opera glasses’ 双筒望远镜
    ‘birdhouse’ 禽舍
    ‘boathouse’ 船库
    ‘bobsled, bobsleigh, bob’ 雪橇
    ‘bolo tie, bolo, bola tie, bola’ 波洛领带
    ‘bonnet, poke bonnet’ 阔边女帽
    ‘bookcase’ 书架
    ‘bookshop, bookstore, bookstall’ 书店
    ‘bottlecap’ 瓶盖
    ‘bow’ 琴弓
    ‘bow tie, bow-tie, bowtie’ 蝴蝶结
    ‘brass, memorial tablet, plaque’ 牌匾
    ‘brassiere, bra, bandeau’ 胸罩
    ‘breakwater, groin, groyne, mole, bulwark, seawall, jetty’ 防波堤
    ‘breastplate, aegis, egis’ 胸甲
    ‘broom’ 扫帚
    ‘bucket, pail’ 提桶
    ‘buckle’ 皮带扣
    ‘bulletproof vest’ 防弹背心
    ‘bullet train, bullet’ 子弹头列车
    ‘butcher shop, meat market’ 肉店
    ‘cab, hack, taxi, taxicab’ 出租汽车
    ‘caldron, cauldron’ 大锅
    ‘candle, taper, wax light’ 蜡烛
    ‘cannon’ 大炮
    ‘canoe’ 独木舟
    ‘can opener, tin opener’ 开罐器
    ‘cardigan’ 羊毛衫
    ‘car mirror’ 后视镜
    ‘carousel, carrousel, merry-go-round, roundabout, whirligig’ 旋转木马
    “carpenter’s kit, tool kit” 工具箱
    ‘carton’ 纸板箱
    ‘car wheel’ 汽车轮
    ‘cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM’ 自动提款机
    ‘cassette’ 卡带
    ‘cassette player’ 卡带机
    ‘castle’ 城堡
    ‘catamaran’ 游艇
    ‘CD player’ CD播放器
    ‘cello, violoncello’ 大提琴
    ‘cellular telephone, cellular phone, cellphone, cell, mobile phone’ 手机
    ‘chain’ 链子
    ‘chainlink fence’ 链状栅栏
    ‘chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour’ 链甲
    ‘chain saw, chainsaw’ 链锯
    ‘chest’ 胸
    ‘chiffonier, commode’ 洗脸台
    ‘chime, bell, gong’ 蜂鸣器
    ‘china cabinet, china closet’ 瓷器柜
    ‘Christmas stocking’ 圣诞袜
    ‘church, church building’ 教堂
    ‘cinema, movie theater, movie theatre, movie house, picture palace’ 电影院
    ‘cleaver, meat cleaver, chopper’ 切肉刀
    ‘cliff dwelling’ 悬崖住所
    ‘cloak’ 斗篷
    ‘clog, geta, patten, sabot’ 木屐
    ‘cocktail shaker’ 鸡尾酒调制器
    ‘coffee mug’ 咖啡杯
    ‘coffeepot’ 咖啡壶
    ‘coil, spiral, volute, whorl, helix’ 螺环
    ‘combination lock’ 密码锁
    ‘computer keyboard, keypad’ 电脑键盘
    ‘confectionery, confectionary, candy store’ 糖果店
    ‘container ship, containership, container vessel’ 集装箱船
    ‘convertible’ 敞篷车
    ‘corkscrew, bottle screw’ 螺旋拔塞机
    ‘cornet, horn, trumpet, trump’ 喇叭
    ‘cowboy boot’ 牛仔靴
    ‘cowboy hat, ten-gallon hat’ 牛仔帽
    ‘cradle’ 摇篮
    ‘crane’ 起重机
    ‘crash helmet’ 安全帽
    ‘crate’ 板条箱
    ‘crib, cot’ 婴儿床
    ‘Crock Pot’ 瓦罐
    ‘croquet ball’ 槌球
    ‘crutch’ 拐杖
    ‘cuirass’ 胸甲
    ‘dam, dike, dyke’ 堤坝
    ‘desk’ 桌子
    ‘desktop computer’ 台式电脑
    ‘dial telephone, dial phone’ 拨号电话
    ‘diaper, nappy, napkin’ 餐巾
    ‘digital clock’ 数字时钟
    ‘digital watch’ 数字手表
    ‘dining table, board’ 餐桌
    ‘dishrag, dishcloth’ 抹布
    ‘dishwasher, dish washer, dishwashing machine’ 洗碗机
    ‘disk brake, disc brake’ 盘式制动器
    ‘dock, dockage, docking facility’ 船坞
    ‘dogsled, dog sled, dog sleigh’ 狗雪橇
    ‘dome’ 穹顶
    ‘doormat, welcome mat’ 擦鞋垫
    ‘drilling platform, offshore rig’ 海上钻井平台
    ‘drum, membranophone, tympan’ 鼓
    ‘drumstick’ 鼓槌
    ‘dumbbell’ 哑铃
    ‘Dutch oven’ 荷兰烤肉锅
    ‘electric fan, blower’ 电风扇
    ‘electric guitar’ 电吉他
    ‘electric locomotive’ 电力机车
    ‘entertainment center’ 娱乐中心
    ‘envelope’ 信封
    ‘espresso maker’ 咖啡机
    ‘face powder’ 定妆粉
    ‘feather boa, boa’ 羽毛围巾
    ‘file, file cabinet, filing cabinet’ 文件柜
    ‘fireboat’ 救火船
    ‘fire engine, fire truck’ 消防车
    ‘fire screen, fireguard’ 消防员
    ‘flagpole, flagstaff’ 旗杆
    ‘flute, transverse flute’ 长笛
    ‘folding chair’ 折椅
    ‘football helmet’ 橄榄球头盔
    ‘forklift’ 叉车
    ‘fountain’ 泉
    ‘fountain pen’ 钢笔
    ‘four-poster’ 四柱床
    ‘freight car’ 货车
    ‘French horn, horn’ 法国圆号
    ‘frying pan, frypan, skillet’ 煎锅
    ‘fur coat’ 毛皮大衣
    ‘garbage truck, dustcart’ 垃圾车
    ‘gasmask, respirator, gas helmet’ 防毒面具
    ‘gas pump, gasoline pump, petrol pump, island dispenser’ 汽油泵
    ‘goblet’ 高脚杯
    ‘go-kart’ 卡丁车
    ‘golf ball’ 高尔夫球
    ‘golfcart, golf cart’ 高尔夫球车
    ‘gondola’ 凤尾船
    ‘gong, tam-tam’ 铜锣
    ‘gown’ 礼服
    ‘grand piano, grand’ 三角钢琴
    ‘greenhouse, nursery, glasshouse’ 托儿所
    ‘grille, radiator grille’ 散热器格栅
    ‘grocery store, grocery, food market, market’ 杂货店
    ‘guillotine’ 切纸机
    ‘hair slide’ 小发夹
    ‘hair spray’ 发胶
    ‘half track’ 半履带车
    ‘hammer’ 锤子
    ‘hamper’ 食盒
    ‘hand blower, blow dryer, blow drier, hair dryer, hair drier’ 吹风机
    ‘hand-held computer, hand-held microcomputer’ 手持电脑
    ‘handkerchief, hankie, hanky, hankey’ 手帕
    ‘hard disc, hard disk, fixed disk’ 硬盘
    ‘harmonica, mouth organ, harp, mouth harp’ 口风琴
    ‘harp’ 竖琴
    ‘harvester, reaper’ 收割机
    ‘hatchet’ 斧子
    ‘holster’ 手枪皮套
    ‘home theater, home theatre’ 家庭影院
    ‘honeycomb’ 蜂窝
    ‘hook, claw’ 钩子
    ‘hoopskirt, crinoline’ 裙子
    ‘horizontal bar, high bar’ 单杠
    ‘horse cart, horse-cart’ 马车
    ‘hourglass’ 沙漏
    ‘iPod’ iPod
    ‘iron, smoothing iron’ 熨斗
    “jack-o’-lantern” 空心南瓜灯
    ‘jean, blue jean, denim’ 牛仔裤
    ‘jeep, landrover’ 吉普车
    ‘jersey, T-shirt, tee shirt’ 运动衫
    ‘jigsaw puzzle’ 拼图
    ‘jinrikisha, ricksha, rickshaw’ 黄包车
    ‘joystick’ 操纵杆
    ‘kimono’ 和服
    ‘knee pad’ 护膝
    ‘knot’ 结
    ‘lab coat, laboratory coat’ 实验服
    ‘ladle’ 长柄杓
    ‘lampshade, lamp shade’ 灯罩
    ‘laptop, laptop computer’ 膝上型轻便电脑
    ‘lawn mower, mower’ 割草机
    ‘lens cap, lens cover’ 镜头盖
    ‘letter opener, paper knife, paperknife’ 开信刀
    ‘library’ 图书馆
    ‘lifeboat’ 救生船
    ‘lighter, light, igniter, ignitor’ 打火机
    ‘limousine, limo’ 豪华轿车
    ‘liner, ocean liner’ 远洋班轮
    ‘lipstick, lip rouge’ 口红
    ‘Loafer’ 拖鞋
    ‘lotion’ 乳液
    ‘loudspeaker, speaker, speaker unit, loudspeaker system, speaker system’ 扬声器
    “loupe, jeweler’s loupe” 放大镜
    ‘lumbermill, sawmill’ 锯木厂
    ‘magnetic compass’ 磁罗盘
    ‘mailbag, postbag’ 邮袋
    ‘mailbox, letter box’ 邮箱
    ‘maillot’ 紧身衣
    ‘maillot, tank suit’ 足球衫
    ‘manhole cover’ 井盖
    ‘maraca’ 沙球
    ‘marimba, xylophone’ 马林巴琴
    ‘mask’ 面具
    ‘matchstick’ 火柴
    ‘maypole’ 五朔节花柱
    ‘maze, labyrinth’ 迷宫
    ‘measuring cup’ 测量杯
    ‘medicine chest, medicine cabinet’ 药箱
    ‘megalith, megalithic structure’ 巨石
    ‘microphone, mike’ 麦克风
    ‘microwave, microwave oven’ 微波炉
    ‘military uniform’ 军装
    ‘milk can’ 牛奶罐
    ‘minibus’ 小型公共汽车
    ‘miniskirt, mini’ 迷你裙
    ‘minivan’ 货车
    ‘missile’ 导弹
    ‘mitten’ 连指手套
    ‘mixing bowl’ 搅拌碗
    ‘mobile home, manufactured home’ 移动房屋
    ‘Model T’ T型车
    ‘modem’ 调制解调器
    ‘monastery’ 修道院
    ‘monitor’ 显示屏
    ‘moped’ 脚踏车
    ‘mortar’ 迫击炮
    ‘mortarboard’ 学士帽
    ‘mosque’ 清真寺
    ‘mosquito net’ 蚊帐
    ‘motor scooter, scooter’ 小型摩托车
    ‘mountain bike, all-terrain bike, off-roader’ 山地车
    ‘mountain tent’ 山帐篷
    ‘mouse, computer mouse’ 鼠标
    ‘mousetrap’ 捕鼠器
    ‘moving van’ 搬家货车
    ‘muzzle’ 枪口
    ‘nail’ 钉子
    ‘neck brace’ 颈托
    ‘necklace’ 项链
    ‘nipple’ 奶嘴
    ‘notebook, notebook computer’ 笔记本电脑
    ‘obelisk’ 方尖碑
    ‘oboe, hautboy, hautbois’ 双簧管
    ‘ocarina, sweet potato’ 红薯
    ‘odometer, hodometer, mileometer, milometer’ 里程表
    ‘oil filter’ 油过滤器
    ‘organ, pipe organ’ 管风琴
    ‘oscilloscope, scope, cathode-ray oscilloscope, CRO’ 示波器
    ‘overskirt’ 半裙
    ‘oxcart’ 牛车
    ‘oxygen mask’ 氧气面罩
    ‘packet’ 包
    ‘paddle, boat paddle’ 船桨
    ‘paddlewheel, paddle wheel’ 桨轮
    ‘padlock’ 挂锁
    ‘paintbrush’ 画笔
    “pajama, pyjama, pj’s, jammies” 睡衣
    ‘palace’ 宫殿
    ‘panpipe, pandean pipe, syrinx’ 排笛
    ‘paper towel’ 纸巾
    ‘parachute, chute’ 降落伞
    ‘parallel bars, bars’ 双杠
    ‘park bench’ 公园长椅
    ‘parking meter’ 停车记时器
    ‘passenger car, coach, carriage’ 客车
    ‘patio, terrace’ 露台
    ‘pay-phone, pay-station’ 公共电话
    ‘pedestal, plinth, footstall’ 柱基
    ‘pencil box, pencil case’ 铅笔盒
    ‘pencil sharpener’ 卷笔刀
    ‘perfume, essence’ 香水
    ‘Petri dish’ 培养皿
    ‘photocopier’ 复印机
    ‘pick, plectrum, plectron’ 琴拨
    ‘pickelhaube’ 尖顶帽
    ‘picket fence, paling’ 尖桩篱栅
    ‘pickup, pickup truck’ 皮卡
    ‘pier’ 桥墩
    ‘piggy bank, penny bank’ 存钱罐
    ‘pill bottle’ 药片瓶
    ‘pillow’ 枕头
    ‘ping-pong ball’ 乒乓球
    ‘pinwheel’ 风车
    ‘pirate, pirate ship’ 海盗船
    ‘pitcher, ewer’ 大水罐
    “plane, carpenter’s plane, woodworking plane” 木工刨
    ‘planetarium’ 天文馆
    ‘plastic bag’ 塑料袋
    ‘plate rack’ 餐具架
    ‘plow, plough’ 犁
    “plunger, plumber’s helper” 橡皮塞子
    ‘Polaroid camera, Polaroid Land camera’ 宝丽来相机
    ‘pole’ 杆
    ‘police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria’ 警车
    ‘poncho’ 斗篷
    ‘pool table, billiard table, snooker table’ 台球桌
    ‘pop bottle, soda bottle’ 汽水瓶
    ‘pot, flowerpot’ 花盆
    “potter’s wheel” 陶工旋盘
    ‘power drill’ 电钻
    ‘prayer rug, prayer mat’ 祈祷垫
    ‘printer’ 打印机
    ‘prison, prison house’ 监狱
    ‘projectile, missile’ 导弹
    ‘projector’ 投影仪
    ‘puck, hockey puck’ 冰球
    ‘punching bag, punch bag, punching ball, punchball’ 沙袋
    ‘purse’ 钱包
    ‘quill, quill pen’ 羽管笔
    ‘quilt, comforter, comfort, puff’ 棉被
    ‘racer, race car, racing car’ 赛车
    ‘racket, racquet’ 球拍
    ‘radiator’ 散热器
    ‘radio, wireless’ 收音机
    ‘radio telescope, radio reflector’ 无线电望远镜
    ‘rain barrel’ 雨桶
    ‘recreational vehicle, RV, R.V.’ 房车
    ‘reel’ 卷轴
    ‘reflex camera’ 反射式照相机
    ‘refrigerator, icebox’ 冰箱
    ‘remote control, remote’ 远程控制
    ‘restaurant, eating house, eating place, eatery’ 餐馆
    ‘revolver, six-gun, six-shooter’ 左轮手枪
    ‘rifle’ 步枪
    ‘rocking chair, rocker’ 摇椅
    ‘rotisserie’ 电转烤肉架
    ‘rubber eraser, rubber, pencil eraser’ 橡皮擦
    ‘rugby ball’ 橄榄球
    ‘rule, ruler’ 尺
    ‘running shoe’ 跑步鞋
    ‘safe’ 保险箱
    ‘safety pin’ 安全别针
    ‘saltshaker, salt shaker’ 盐瓶
    ‘sandal’ 凉鞋
    ‘sarong’ 围裙
    ‘sax, saxophone’ 萨克斯
    ‘scabbard’ 鞘
    ‘scale, weighing machine’ 体重计
    ‘school bus’ 校车
    ‘schooner’ 帆船
    ‘scoreboard’ 记分牌
    ‘screen, CRT screen’ CRT屏幕
    ‘screw’ 螺丝钉
    ‘screwdriver’ 螺丝刀
    ‘seat belt, seatbelt’ 安全带
    ‘sewing machine’ 缝纫机
    ‘shield, buckler’ 盾牌
    ‘shoe shop, shoe-shop, shoe store’ 鞋店
    ‘shoji’ 屏风
    ‘shopping basket’ 购物篮
    ‘shopping cart’ 购物车
    ‘shovel’ 铲
    ‘shower cap’ 淋浴帽
    ‘shower curtain’ 浴帘
    ‘ski’ 滑雪橇
    ‘ski mask’ 滑雪面罩
    ‘sleeping bag’ 睡袋
    ‘slide rule, slipstick’ 计算尺
    ‘sliding door’ 滑动门
    ‘slot, one-armed bandit’ 老虎机
    ‘snorkel’ 通气管
    ‘snowmobile’ 机动雪橇
    ‘snowplow, snowplough’ 扫雪机
    ‘soap dispenser’ 给皂器
    ‘soccer ball’ 足球
    ‘sock’ 袜子
    ‘solar dish, solar collector, solar furnace’ 太阳能集热器
    ‘sombrero’ 草帽
    ‘soup bowl’ 汤碗
    ‘space bar’ 空格键
    ‘space heater’ 加热器
    ‘space shuttle’ 航天飞机
    ‘spatula’ 抹刀
    ‘speedboat’ 快艇
    “spider web, spider’s web” 蜘蛛网
    ‘spindle’ 纺锤
    ‘sports car, sport car’ 跑车
    ‘spotlight, spot’ 聚光灯
    ‘stage’ 舞台
    ‘steam locomotive’ 蒸汽机车
    ‘steel arch bridge’ 钢拱桥
    ‘steel drum’ 铁桶
    ‘stethoscope’ 听诊器
    ‘stole’ 女用披肩
    ‘stone wall’ 石墙
    ‘stopwatch, stop watch’ 秒表
    ‘stove’ 火炉
    ‘strainer’ 过滤器
    ‘streetcar, tram, tramcar, trolley, trolley car’ 电车
    ‘stretcher’ 担架
    ‘studio couch, day bed’ 沙发床
    ‘stupa, tope’ 佛塔
    ‘submarine, pigboat, sub, U-boat’ 潜艇
    ‘suit, suit of clothes’ 西装
    ‘sundial’ 日晷
    ‘sunglass’ 太阳镜
    ‘sunglasses, dark glasses, shades’ 墨镜
    ‘sunscreen, sunblock, sun blocker’ 防晒霜
    ‘suspension bridge’ 吊桥
    ‘swab, swob, mop’ 拖把
    ‘sweatshirt’ 汗衫
    ‘swimming trunks, bathing trunks’ 游泳裤
    ‘swing’ 秋千
    ‘switch, electric switch, electrical switch’ 电气开关
    ‘syringe’ 注射器
    ‘table lamp’ 台灯
    ‘tank, army tank, armored combat vehicle, armoured combat vehicle’ 坦克
    ‘tape player’ 磁带录音机
    ‘teapot’ 茶壶
    ‘teddy, teddy bear’ 泰迪熊
    ‘television, television system’ 电视
    ‘tennis ball’ 网球
    ‘thatch, thatched roof’ 茅草屋顶
    ‘theater curtain, theatre curtain’ 剧院幕布
    ‘thimble’ 顶针
    ‘thresher, thrasher, threshing machine’ 脱粒机
    ‘throne’ 王座
    ‘tile roof’ 瓦屋顶
    ‘toaster’ 烤面包机
    ‘tobacco shop, tobacconist shop, tobacconist’ 烟草商店
    ‘toilet seat’ 马桶
    ‘torch’ 火炬
    ‘totem pole’ 图腾柱
    ‘tow truck, tow car, wrecker’ 拖车
    ‘toyshop’ 玩具店
    ‘tractor’ 拖拉机
    ‘trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi’ 挂车
    ‘tray’ 托盘
    ‘trench coat’ 风衣
    ‘tricycle, trike, velocipede’ 三轮车
    ‘trimaran’ 三体帆船
    ‘tripod’ 三脚架
    ‘triumphal arch’ 凯旋门
    ‘trolleybus, trolley coach, trackless trolley’ 无轨电车
    ‘trombone’ 长号
    ‘tub, vat’ 浴桶
    ‘turnstile’ 旋转栅门
    ‘typewriter keyboard’ 打字机键盘
    ‘umbrella’ 伞
    ‘unicycle, monocycle’ 独轮车
    ‘upright, upright piano’ 直立式钢琴
    ‘vacuum, vacuum cleaner’ 真空吸尘器
    ‘vase’ 花瓶
    ‘vault’ 保险库
    ‘velvet’ 天鹅绒
    ‘vending machine’ 自动售货机
    ‘vestment’ 法衣
    ‘viaduct’ 高架桥
    ‘violin, fiddle’ 小提琴
    ‘volleyball’ 排球
    ‘waffle iron’ 对开式铁心
    ‘wall clock’ 挂钟
    ‘wallet, billfold, notecase, pocketbook’ 钱包
    ‘wardrobe, closet, press’ 衣柜
    ‘warplane, military plane’ 战机
    ‘washbasin, handbasin, washbowl, lavabo, wash-hand basin’ 脸盆
    ‘washer, automatic washer, washing machine’ 洗衣机
    ‘water bottle’ 水瓶
    ‘water jug’ 水壶
    ‘water tower’ 水塔
    ‘whiskey jug’ 威士忌壶
    ‘whistle’ 哨子
    ‘wig’ 假发
    ‘window screen’ 纱窗
    ‘window shade’ 百叶窗
    ‘Windsor tie’ 温莎领带
    ‘wine bottle’ 酒瓶
    ‘wing’ 翅膀
    ‘wok’ 锅
    ‘wooden spoon’ 木匙
    ‘wool, woolen, woollen’ 毛织品
    ‘worm fence, snake fence, snake-rail fence, Virginia fence’ 蛇栅栏
    ‘wreck’ 沉船
    ‘yawl’ 小帆船
    ‘yurt’ 帐篷
    ‘web site, website, internet site, site’ 网站
    ‘comic book’ 漫画书
    ‘crossword puzzle, crossword’ 填字游戏
    ‘street sign’ 路标
    ‘traffic light, traffic signal, stoplight’ 交通灯
    ‘book jacket, dust cover, dust jacket, dust wrapper’ 书皮
    ‘menu’ 菜单
    ‘plate’ 盘子
    ‘guacamole’ 鳄梨色拉酱
    ‘consomme’ 清炖肉汤
    ‘hot pot, hotpot’ 火锅
    ‘trifle’ 乳脂松糕
    ‘ice cream, icecream’ 冰淇淋
    ‘ice lolly, lolly, lollipop, popsicle’ 棒棒糖
    ‘French loaf’ 法国面包
    ‘bagel, beigel’ 百吉饼
    ‘pretzel’ 椒盐卷饼
    ‘cheeseburger’ 芝士汉堡
    ‘hotdog, hot dog, red hot’ 热狗
    ‘mashed potato’ 土豆泥
    ‘head cabbage’ 白甘蓝
    ‘broccoli’ 西兰花
    ‘cauliflower’ 花椰菜
    ‘zucchini, courgette’ 南瓜
    ‘spaghetti squash’ 鱼翅瓜
    ‘acorn squash’ 小青南瓜
    ‘butternut squash’ 冬南瓜
    ‘cucumber, cuke’ 黄瓜
    ‘artichoke, globe artichoke’ 洋蓟
    ‘bell pepper’ 灯笼椒
    ‘cardoon’ 刺棘蓟
    ‘mushroom’ 蘑菇
    ‘Granny Smith’ 绿苹果
    ‘strawberry’ 草莓
    ‘orange’ 橙
    ‘lemon’ 柠檬
    ‘fig’ 无花果
    ‘pineapple, ananas’ 菠萝
    ‘banana’ 香蕉
    ‘jackfruit, jak, jack’ 菠萝蜜
    ‘custard apple’ 奶油苹果
    ‘pomegranate’ 石榴
    ‘hay’ 干草
    ‘carbonara’ 奶油培根
    ‘chocolate sauce, chocolate syrup’ 巧克力酱
    ‘dough’ 生面团
    ‘meat loaf, meatloaf’ 烘肉卷
    ‘pizza, pizza pie’ 披萨
    ‘potpie’ 肉馅饼
    ‘burrito’ 玉米煎饼
    ‘red wine’ 红酒
    ‘espresso’ 咖啡
    ‘cup’ 杯子
    ‘eggnog’ 蛋酒
    ‘alp’ 高山
    ‘bubble’ 气泡
    ‘cliff, drop, drop-off’ 悬崖
    ‘coral reef’ 珊瑚礁
    ‘geyser’ 喷泉
    ‘lakeside, lakeshore’ 湖岸
    ‘promontory, headland, head, foreland’ 海岬
    ‘sandbar, sand bar’ 沙堤
    ‘seashore, coast, seacoast, sea-coast’ 海岸
    ‘valley, vale’ 谷
    ‘volcano’ 火山
    ‘ballplayer, baseball player’ 棒球手
    ‘groom, bridegroom’ 新郎
    ‘scuba diver’ 水肺潜水员
    ‘rapeseed’ 油菜
    ‘daisy’ 雏菊
    “yellow lady’s slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum” 黄花杓兰
    ‘corn’ 玉米
    ‘acorn’ 橡子
    ‘hip, rose hip, rosehip’ 蔷薇果
    ‘buckeye, horse chestnut, conker’ 七叶树
    ‘coral fungus’ 灵芝珊瑚
    ‘agaric’ 木耳
    ‘gyromitra’ 鹿花菌
    ‘stinkhorn, carrion fungus’ 鬼笔科菌
    ‘earthstar’ 地星真菌
    ‘hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa’ 贝叶多孔菌
    ‘bolete’ 牛肝菌
    ‘ear, spike, capitulum’ 穗状花序
    ‘toilet tissue, toilet paper, bathroom tissue’ 卫生纸

    展开全文
  • 2020-01-07 10:14:57 作者 | L7 ...然而,你可能不知道:ImageNet数据集中至少有十万个标签是存在问题的。 尽管大量的研究都在使用ImageNet,但却没有发现数据集存在如此多的标签错误。原因在于...
  • imagenet2012数据集及标签,含有50000个样本共1000类数据,其中图片数据太大,压缩包中为下载的BT文件,通过迅雷下载即可,标签数据已经下载好在压缩包中,解压就可以使用
  • import requests from hashlib import md5 def baidu_translate(word): appid = '' # 填入APP ID salt = '1435660288' # 随机码 secret = ''...翻译错误
  • ImageNet 2012 中文标签(Chinese Labels)

    千次阅读 2017-08-07 16:42:09
    imagenet2012中文标签Chinese Labels 2017-06-02 23:03 525人阅读 评论(2) 收藏 举报 分类: other(10) 版权声明:本文为博主原创文章,未经博主允许不得转载。 部分为机器翻译,可能存在个别不准确的...
  • 本文转载自机器之心。作者:杜伟、魔王自发布以来,ImageNet 数据集逐渐成为机器学习社区最流行的图像分类基准,但 ImageNet 自身存在着标签噪声,以及单标签标注属性与多类别样本...
  • ImageNet 存在十万标签错误,你知道吗?.pdf
  • ImageNet-lable

    2018-09-09 00:33:19
    ImageNet的训练标签ImageNet的训练标签ImageNet的训练标签
  • json格式,是一个1000的数组,每个数组中的字符串就是该类别的标签,除了一些十分罕见的(比如什么真菌啥的)一般遇到的都已经做了翻译
  • imagenet 2012训练集和验证集图片对应的标签文件
  • imagenet数据集类别标签对应

    千次阅读 2020-06-15 08:45:43
    原文请见 这里 { "0": "tench, Tinca tinca", "1": "goldfish, Carassius auratus", "2": "great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias", "3": "tiger shark, ...
  • 自发布以来,ImageNet 数据集逐渐成为机器学习社区最流行的图像分类基准,但 ImageNet 自身存在着标签噪声,以及单标签标注属性与多类别样本之间的不匹配。所以在本文中,韩国 Naver AI 实验室提出了一种新颖的重新...
  • 重新标注128万张ImageNet图片:多标签,提升模型性能.pdf
  • 重新评估了ILSVRC-2012(“ ImageNet”)验证集的标签 该存储库包含用于在本文中使用的ImageNet上计算“ ReaL准确性”的数据和示例代码,我们 。 计算ReaL准确性的示例代码 以下示例代码已在Apache 2.0许可下获得...

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