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cat_breed_image_detection

Image Classification
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Safetensors
vit
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@@ -8,63 +8,63 @@ Detects cat breed (from the list of 48 common breeds) with about 42% accuracy ba
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  See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details.
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- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/U3qakhQQetvqW90g2UWOy.png)
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  ```
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  Classification report:
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  precision recall f1-score support
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- Abyssinian 0.6361 0.7759 0.6991 241
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- American Bobtail 0.0000 0.0000 0.0000 248
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- American Curl 0.6809 0.2550 0.3710 251
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- American Shorthair 0.0000 0.0000 0.0000 248
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- Applehead Siamese 0.3728 0.6064 0.4618 249
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- Balinese 0.4701 0.2614 0.3360 241
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- Bengal 0.5613 0.6616 0.6073 263
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- Birman 0.3917 0.7581 0.5165 248
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- Bombay 0.3054 0.7782 0.4386 248
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- British Shorthair 0.5455 0.2785 0.3687 237
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- Burmese 0.8158 0.1297 0.2238 239
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- Calico 0.4025 0.5394 0.4610 241
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- Cornish Rex 0.5820 0.8560 0.6929 257
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- Devon Rex 0.6458 0.1366 0.2255 227
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- Dilute Calico 0.4589 0.3878 0.4204 245
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- Dilute Tortoiseshell 0.4237 0.5252 0.4690 238
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- Domestic Long Hair 0.3600 0.0684 0.1150 263
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- Domestic Medium Hair 0.0000 0.0000 0.0000 253
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- Domestic Short Hair 0.4706 0.0325 0.0608 246
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- Egyptian Mau 0.4410 0.6569 0.5277 239
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- Exotic Shorthair 0.6333 0.2355 0.3434 242
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- Extra-Toes Cat - Hemingway Polydactyl 0.5000 0.0041 0.0082 243
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- Havana 0.5872 0.7710 0.6667 262
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- Himalayan 0.4856 0.4174 0.4489 242
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- Japanese Bobtail 0.4167 0.0195 0.0372 257
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- Maine Coon 0.2584 0.5000 0.3407 246
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- Manx 0.0000 0.0000 0.0000 262
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- Munchkin 0.0000 0.0000 0.0000 251
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- Nebelung 0.5302 0.8906 0.6647 256
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- Norwegian Forest 0.3478 0.3969 0.3708 262
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- Oriental Short Hair 0.0000 0.0000 0.0000 226
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- Persian 0.5506 0.7597 0.6384 258
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- Ragamuffin 0.5161 0.1255 0.2019 255
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- Ragdoll 0.3253 0.2143 0.2584 252
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- Russian Blue 0.5000 0.8474 0.6289 249
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- Scottish Fold 0.4811 0.6000 0.5340 255
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- Siamese 0.4444 0.1562 0.2312 256
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- Siberian 0.4043 0.1538 0.2229 247
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- Snowshoe 0.4985 0.6760 0.5739 250
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- Sphynx 0.8799 0.9651 0.9205 258
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- Tabby 0.1827 0.2159 0.1979 264
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- Tiger 0.1899 0.5934 0.2877 241
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- Tonkinese 0.4033 0.5850 0.4774 253
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- Torbie 0.4000 0.4411 0.4195 263
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- Tortoiseshell 0.5165 0.8095 0.6306 252
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- Turkish Angora 0.4239 0.5483 0.4781 259
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- Turkish Van 0.2866 0.7500 0.4147 256
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- Tuxedo 0.3407 0.8851 0.4920 261
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- accuracy 0.4248 12000
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- macro avg 0.4097 0.4223 0.3642 12000
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- weighted avg 0.4094 0.4248 0.3658 12000
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  ```
 
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  See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details.
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/b5q9wU-1AS4-zUW7u5gEy.png)
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  ```
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  Classification report:
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  precision recall f1-score support
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+ Abyssinian 0.6700 0.8425 0.7464 400
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+ American Bobtail 0.0000 0.0000 0.0000 416
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+ American Curl 0.6746 0.2657 0.3813 429
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+ American Shorthair 0.0000 0.0000 0.0000 397
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+ Applehead Siamese 0.4010 0.5939 0.4787 426
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+ Balinese 0.4234 0.2549 0.3182 412
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+ Bengal 0.5194 0.6241 0.5670 407
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+ Birman 0.3594 0.7518 0.4864 415
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+ Bombay 0.3056 0.7967 0.4417 428
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+ British Shorthair 0.6068 0.3019 0.4032 414
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+ Burmese 0.7000 0.0858 0.1528 408
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+ Calico 0.4004 0.5000 0.4447 422
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+ Cornish Rex 0.5600 0.8642 0.6796 405
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+ Devon Rex 0.6220 0.1269 0.2107 402
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+ Dilute Calico 0.5068 0.4322 0.4666 428
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+ Dilute Tortoiseshell 0.4881 0.5721 0.5268 430
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+ Domestic Long Hair 0.2222 0.0520 0.0843 423
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+ Domestic Medium Hair 0.0385 0.0025 0.0046 408
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+ Domestic Short Hair 0.2927 0.0286 0.0521 420
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+ Egyptian Mau 0.4365 0.6425 0.5198 428
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+ Exotic Shorthair 0.7343 0.2500 0.3730 420
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+ Extra-Toes Cat - Hemingway Polydactyl 0.6000 0.0075 0.0148 400
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+ Havana 0.5741 0.7698 0.6577 443
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+ Himalayan 0.5429 0.4296 0.4797 412
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+ Japanese Bobtail 0.4074 0.0277 0.0519 397
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+ Maine Coon 0.2377 0.4360 0.3077 422
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+ Manx 0.1429 0.0024 0.0047 420
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+ Munchkin 0.0000 0.0000 0.0000 405
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+ Nebelung 0.5780 0.8801 0.6977 417
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+ Norwegian Forest 0.3523 0.4348 0.3892 414
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+ Oriental Short Hair 0.0000 0.0000 0.0000 436
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+ Persian 0.4803 0.7414 0.5830 379
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+ Ragamuffin 0.5196 0.1247 0.2011 425
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+ Ragdoll 0.3184 0.1968 0.2432 432
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+ Russian Blue 0.5331 0.8981 0.6691 412
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+ Scottish Fold 0.4692 0.6152 0.5323 408
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+ Siamese 0.3905 0.1579 0.2249 418
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+ Siberian 0.3722 0.1562 0.2200 429
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+ Snowshoe 0.5389 0.6429 0.5863 420
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+ Sphynx 0.8664 0.9571 0.9095 420
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+ Tabby 0.1597 0.1695 0.1645 407
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+ Tiger 0.1997 0.6000 0.2996 415
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+ Tonkinese 0.3715 0.5952 0.4575 420
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+ Torbie 0.3984 0.4645 0.4289 422
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+ Tortoiseshell 0.5065 0.8171 0.6253 432
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+ Turkish Angora 0.4326 0.5923 0.5000 417
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+ Turkish Van 0.2664 0.7002 0.3860 417
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+ Tuxedo 0.3349 0.8487 0.4803 423
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+ accuracy 0.4229 20000
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+ macro avg 0.4074 0.4220 0.3636 20000
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+ weighted avg 0.4073 0.4229 0.3644 20000
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  ```