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classes.txt 9.0 kB

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  1. Animal_Bear 0
  2. Animal_Bee 1
  3. Animal_Bird 2
  4. Animal_Butterfly 3
  5. Animal_Camel 4
  6. Animal_Caribou 5
  7. Animal_Cat 6
  8. Animal_Chicken 7
  9. Animal_Cow 8
  10. Animal_Deer 9
  11. Animal_Dolphin 10
  12. Animal_Donkey 11
  13. Animal_Duck 12
  14. Animal_Eagle 13
  15. Animal_Elephant 14
  16. Animal_Elk 15
  17. Animal_Fish 16
  18. Animal_Flamingo 17
  19. Animal_Fox 18
  20. Animal_Giraffe 19
  21. Animal_Goose 20
  22. Animal_Hippopotamus 21
  23. Animal_Horse 22
  24. Animal_Kangaroo 23
  25. Animal_Koala 24
  26. Animal_Leopard 25
  27. Animal_Lion 26
  28. Animal_Llama 27
  29. Animal_Monkey 28
  30. Animal_Orangutan 29
  31. Animal_Otter 30
  32. Animal_Owl 31
  33. Animal_Panda 32
  34. Animal_Peacock 33
  35. Animal_Penguin 34
  36. Animal_Pig 35
  37. Animal_Pigeon 36
  38. Animal_Polar_bear 37
  39. Animal_Rabbit 38
  40. Animal_Raccoon 39
  41. Animal_Rhinoceros 40
  42. Animal_Sea_lion 41
  43. Animal_Seal 42
  44. Animal_Shark 43
  45. Animal_Sheep 44
  46. Animal_Sparrow 45
  47. Animal_Squirrel 46
  48. Animal_Swan 47
  49. Animal_Tiger 48
  50. Animal_Whale 49
  51. Animal_Wolf 50
  52. Animal_Zebra 51
  53. Caltech-101_Faces 52
  54. Caltech-101_Faces_easy 53
  55. Caltech-101_Leopards 54
  56. Caltech-101_Motorbikes 55
  57. Caltech-101_accordion 56
  58. Caltech-101_airplanes 57
  59. Caltech-101_anchor 58
  60. Caltech-101_ant 59
  61. Caltech-101_barrel 60
  62. Caltech-101_bass 61
  63. Caltech-101_beaver 62
  64. Caltech-101_binocular 63
  65. Caltech-101_bonsai 64
  66. Caltech-101_brain 65
  67. Caltech-101_brontosaurus 66
  68. Caltech-101_buddha 67
  69. Caltech-101_camera 68
  70. Caltech-101_cannon 69
  71. Caltech-101_car_side 70
  72. Caltech-101_ceiling_fan 71
  73. Caltech-101_cellphone 72
  74. Caltech-101_chair 73
  75. Caltech-101_chandelier 74
  76. Caltech-101_cougar_body 75
  77. Caltech-101_cougar_face 76
  78. Caltech-101_crab 77
  79. Caltech-101_crayfish 78
  80. Caltech-101_crocodile 79
  81. Caltech-101_crocodile_head 80
  82. Caltech-101_cup 81
  83. Caltech-101_dalmatian 82
  84. Caltech-101_dollar_bill 83
  85. Caltech-101_dragonfly 84
  86. Caltech-101_electric_guitar 85
  87. Caltech-101_emu 86
  88. Caltech-101_euphonium 87
  89. Caltech-101_ewer 88
  90. Caltech-101_ferry 89
  91. Caltech-101_garfield 90
  92. Caltech-101_gerenuk 91
  93. Caltech-101_gramophone 92
  94. Caltech-101_grand_piano 93
  95. Caltech-101_hawksbill 94
  96. Caltech-101_headphone 95
  97. Caltech-101_hedgehog 96
  98. Caltech-101_helicopter 97
  99. Caltech-101_ibis 98
  100. Caltech-101_inline_skate 99
  101. Caltech-101_joshua_tree 100
  102. Caltech-101_ketch 101
  103. Caltech-101_lamp 102
  104. Caltech-101_laptop 103
  105. Caltech-101_lobster 104
  106. Caltech-101_lotus 105
  107. Caltech-101_mandolin 106
  108. Caltech-101_mayfly 107
  109. Caltech-101_menorah 108
  110. Caltech-101_metronome 109
  111. Caltech-101_minaret 110
  112. Caltech-101_nautilus 111
  113. Caltech-101_octopus 112
  114. Caltech-101_okapi 113
  115. Caltech-101_pagoda 114
  116. Caltech-101_platypus 115
  117. Caltech-101_pyramid 116
  118. Caltech-101_revolver 117
  119. Caltech-101_rhino 118
  120. Caltech-101_rooster 119
  121. Caltech-101_saxophone 120
  122. Caltech-101_schooner 121
  123. Caltech-101_scissors 122
  124. Caltech-101_scorpion 123
  125. Caltech-101_sea_horse 124
  126. Caltech-101_snoopy 125
  127. Caltech-101_soccer_ball 126
  128. Caltech-101_stapler 127
  129. Caltech-101_starfish 128
  130. Caltech-101_stegosaurus 129
  131. Caltech-101_stop_sign 130
  132. Caltech-101_strawberry 131
  133. Caltech-101_sunflower 132
  134. Caltech-101_tick 133
  135. Caltech-101_trilobite 134
  136. Caltech-101_umbrella 135
  137. Caltech-101_watch 136
  138. Caltech-101_water_lilly 137
  139. Caltech-101_wheelchair 138
  140. Caltech-101_wild_cat 139
  141. Caltech-101_windsor_chair 140
  142. Caltech-101_wrench 141
  143. Caltech-101_yin_yang 142
  144. Food-101_apple_pie 143
  145. Food-101_baby_back_ribs 144
  146. Food-101_baklava 145
  147. Food-101_beef_carpaccio 146
  148. Food-101_beef_tartare 147
  149. Food-101_beet_salad 148
  150. Food-101_beignets 149
  151. Food-101_bibimbap 150
  152. Food-101_bread_pudding 151
  153. Food-101_breakfast_burrito 152
  154. Food-101_bruschetta 153
  155. Food-101_caesar_salad 154
  156. Food-101_cannoli 155
  157. Food-101_caprese_salad 156
  158. Food-101_carrot_cake 157
  159. Food-101_ceviche 158
  160. Food-101_cheese_plate 159
  161. Food-101_cheesecake 160
  162. Food-101_chicken_curry 161
  163. Food-101_chicken_quesadilla 162
  164. Food-101_chicken_wings 163
  165. Food-101_chocolate_cake 164
  166. Food-101_chocolate_mousse 165
  167. Food-101_churros 166
  168. Food-101_clam_chowder 167
  169. Food-101_club_sandwich 168
  170. Food-101_crab_cakes 169
  171. Food-101_creme_brulee 170
  172. Food-101_croque_madame 171
  173. Food-101_cup_cakes 172
  174. Food-101_deviled_eggs 173
  175. Food-101_donuts 174
  176. Food-101_dumplings 175
  177. Food-101_edamame 176
  178. Food-101_eggs_benedict 177
  179. Food-101_escargots 178
  180. Food-101_falafel 179
  181. Food-101_filet_mignon 180
  182. Food-101_fish_and_chips 181
  183. Food-101_foie_gras 182
  184. Food-101_french_fries 183
  185. Food-101_french_onion_soup 184
  186. Food-101_french_toast 185
  187. Food-101_fried_calamari 186
  188. Food-101_fried_rice 187
  189. Food-101_frozen_yogurt 188
  190. Food-101_garlic_bread 189
  191. Food-101_gnocchi 190
  192. Food-101_greek_salad 191
  193. Food-101_grilled_cheese_sandwich 192
  194. Food-101_grilled_salmon 193
  195. Food-101_guacamole 194
  196. Food-101_gyoza 195
  197. Food-101_hamburger 196
  198. Food-101_hot_and_sour_soup 197
  199. Food-101_hot_dog 198
  200. Food-101_huevos_rancheros 199
  201. Food-101_hummus 200
  202. Food-101_ice_cream 201
  203. Food-101_lasagna 202
  204. Food-101_lobster_bisque 203
  205. Food-101_lobster_roll_sandwich 204
  206. Food-101_macaroni_and_cheese 205
  207. Food-101_macarons 206
  208. Food-101_miso_soup 207
  209. Food-101_mussels 208
  210. Food-101_nachos 209
  211. Food-101_omelette 210
  212. Food-101_onion_rings 211
  213. Food-101_oysters 212
  214. Food-101_pad_thai 213
  215. Food-101_paella 214
  216. Food-101_pancakes 215
  217. Food-101_panna_cotta 216
  218. Food-101_peking_duck 217
  219. Food-101_pho 218
  220. Food-101_pizza 219
  221. Food-101_pork_chop 220
  222. Food-101_poutine 221
  223. Food-101_prime_rib 222
  224. Food-101_pulled_pork_sandwich 223
  225. Food-101_ramen 224
  226. Food-101_ravioli 225
  227. Food-101_red_velvet_cake 226
  228. Food-101_risotto 227
  229. Food-101_samosa 228
  230. Food-101_sashimi 229
  231. Food-101_scallops 230
  232. Food-101_seaweed_salad 231
  233. Food-101_shrimp_and_grits 232
  234. Food-101_spaghetti_bolognese 233
  235. Food-101_spaghetti_carbonara 234
  236. Food-101_spring_rolls 235
  237. Food-101_steak 236
  238. Food-101_strawberry_shortcake 237
  239. Food-101_sushi 238
  240. Food-101_tacos 239
  241. Food-101_takoyaki 240
  242. Food-101_tiramisu 241
  243. Food-101_tuna_tartare 242
  244. Food-101_waffles 243
  245. Thu-dog_Shiba_Dog 244
  246. Thu-dog_French_bulldog 245
  247. Thu-dog_Siberian_husky 246
  248. Thu-dog_malamute 247
  249. Thu-dog_Pomeranian 248
  250. Thu-dog_Airedale 249
  251. Thu-dog_miniature_poodle 250
  252. Thu-dog_affenpinscher 251
  253. Thu-dog_schipperke 252
  254. Thu-dog_Australian_terrier 253
  255. Thu-dog_Welsh_springer_spaniel 254
  256. Thu-dog_curly_coated_retriever 255
  257. Thu-dog_Staffordshire_bullterrier 256
  258. Thu-dog_Norwich_terrier 257
  259. Thu-dog_Tibetan_terrier 258
  260. Thu-dog_English_setter 259
  261. Thu-dog_Norfolk_terrier 260
  262. Thu-dog_Pembroke 261
  263. Thu-dog_Tibetan_mastiff 262
  264. Thu-dog_Border_terrier 263
  265. Thu-dog_Great_Dane 264
  266. Thu-dog_Scotch_terrier 265
  267. Thu-dog_flat_coated_retriever 266
  268. Thu-dog_Saluki 267
  269. Thu-dog_Irish_setter 268
  270. Thu-dog_Blenheim_spaniel 269
  271. Thu-dog_Irish_terrier 270
  272. Thu-dog_bloodhound 271
  273. Thu-dog_redbone 272
  274. Thu-dog_West_Highland_white_terrier 273
  275. Thu-dog_Brabancon_griffo 274
  276. Thu-dog_dhole 275
  277. Thu-dog_kelpie 276
  278. Thu-dog_Doberman 277
  279. Thu-dog_Ibizan_hound 278
  280. Thu-dog_vizsla 279
  281. Thu-dog_cairn 280
  282. Thu-dog_German_shepherd 281
  283. Thu-dog_African_hunting_dog 282
  284. Thu-dog_Dandie_Dinmont 283
  285. Thu-dog_Sealyham_terrier 284
  286. Thu-dog_German_short_haired_pointer 285
  287. Thu-dog_Bernese_mountain_dog 286
  288. Thu-dog_Saint_Bernard 287
  289. Thu-dog_Leonberg 288
  290. Thu-dog_Bedlington_terrier 289
  291. Thu-dog_Newfoundland 290
  292. Thu-dog_Lhasa 291
  293. Thu-dog_Chesapeake_Bay_retriever 292
  294. Thu-dog_Lakeland_terrier 293
  295. Thu-dog_Walker_hound 294
  296. Thu-dog_American_Staffordshire_terrier 295
  297. Thu-dog_otterhound 296
  298. Thu-dog_Sussex_spaniel 297
  299. Thu-dog_Norwegian_elkhound 298
  300. Thu-dog_bluetick 299
  301. Thu-dog_dingo 300
  302. Thu-dog_Irish_water_spaniel 301
  303. Thu-dog_Samoyed 302
  304. Thu-dog_Fila_Braziliero 303
  305. Thu-dog_standard_schnauzer 304
  306. Thu-dog_Mexican_hairless 305
  307. Thu-dog_EntleBucher 306
  308. Thu-dog_Afghan_hound 307
  309. Thu-dog_kuvasz 308
  310. Thu-dog_English_foxhound 309
  311. Thu-dog_keeshond 310
  312. Thu-dog_Irish_wolfhound 311
  313. Thu-dog_Scottish_deerhound 312
  314. Thu-dog_Rottweiler 313
  315. Thu-dog_black_and_tan_coonhound 314
  316. Thu-dog_Great_Pyrenees 315
  317. Thu-dog_boxer 316
  318. Thu-dog_wire_haired_fox_terrier 317
  319. Thu-dog_borzoi 318
  320. Thu-dog_groenendael 319
  321. Thu-dog_collie 320
  322. Thu-dog_Gordon_setter 321
  323. Thu-dog_Kerry_blue_terrier 322
  324. Thu-dog_briard 323
  325. Thu-dog_Rhodesian_ridgeback 324
  326. Thu-dog_Boston_bull 325
  327. Thu-dog_bull_mastiff 326
  328. Thu-dog_silky_terrier 327
  329. Thu-dog_Brittany_spaniel 328
  330. Thu-dog_Eskimo_dog 329
  331. Thu-dog_giant_schnauzer 330
  332. Thu-dog_malinois 331
  333. Thu-dog_Bouvier_des_Flandres 332
  334. Thu-dog_whippet 333
  335. Thu-dog_Appenzeller 334
  336. Thu-dog_Chinese_Crested_Dog 335
  337. Thu-dog_miniature_schnauzer 336
  338. Thu-dog_soft_coated_wheaten_terrier 337
  339. Thu-dog_Weimaraner 338
  340. Thu-dog_clumber 339
  341. Thu-dog_Greater_Swiss_Mountain_dog 340
  342. Thu-dog_toy_terrier 341
  343. Thu-dog_Italian_greyhound 342
  344. Thu-dog_basset 343
  345. Thu-dog_basenji 344
  346. Thu-dog_Australian_Shepherd 345
  347. Thu-dog_Maltese_dog 346
  348. Thu-dog_Japanese_spaniel 347
  349. Thu-dog_Cane_Carso 348
  350. Thu-dog_Japanese_Spitzes 349
  351. Thu-dog_Old_English_sheepdog 350
  352. Thu-dog_Black_sable 351
  353. Thu-dog_Border_collie 352
  354. Thu-dog_Shetland_sheepdog 353
  355. Thu-dog_English_springer 354
  356. Thu-dog_beagle 355
  357. Thu-dog_cocker_spaniel 356
  358. Thu-dog_Cardigan 357
  359. Thu-dog_toy_poodle 358
  360. Thu-dog_Bichon_Frise 359
  361. Thu-dog_standard_poodle 360
  362. Thu-dog_komondor 361
  363. Thu-dog_chow 362
  364. Thu-dog_chinese_rural_dog 363
  365. Thu-dog_Yorkshire_terrier 364
  366. Thu-dog_Labrador_retriever 365
  367. Thu-dog_Shih_Tzu 366
  368. Thu-dog_Chihuahua 367
  369. Thu-dog_Pekinese 368
  370. Thu-dog_golden_retriever 369
  371. Thu-dog_miniature_pinscher 370
  372. Thu-dog_teddy 371
  373. Thu-dog_pug 372
  374. Thu-dog_papillon 373

冻结ViT-B/32版本的CLIP模型中的全部图像层,用Adan优化器训练模型,训练100个epoch,每隔5个epoch对模型进行保存;完成CLIP模型训练后,运行test_clip.py用测试集中的数据和自定义的提示词对保存的模型进行测试,选取测试精度最好的模型和对应的提示词,运行predict.py文件,选择“min_loss.pth”模型,提交官方系统测试,top1的精度是0.6788。

Contributors (1)