--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 42% accuracy based on image. See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details. ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/b5q9wU-1AS4-zUW7u5gEy.png) ``` Classification report: precision recall f1-score support Abyssinian 0.6700 0.8425 0.7464 400 American Bobtail 0.0000 0.0000 0.0000 416 American Curl 0.6746 0.2657 0.3813 429 American Shorthair 0.0000 0.0000 0.0000 397 Applehead Siamese 0.4010 0.5939 0.4787 426 Balinese 0.4234 0.2549 0.3182 412 Bengal 0.5194 0.6241 0.5670 407 Birman 0.3594 0.7518 0.4864 415 Bombay 0.3056 0.7967 0.4417 428 British Shorthair 0.6068 0.3019 0.4032 414 Burmese 0.7000 0.0858 0.1528 408 Calico 0.4004 0.5000 0.4447 422 Cornish Rex 0.5600 0.8642 0.6796 405 Devon Rex 0.6220 0.1269 0.2107 402 Dilute Calico 0.5068 0.4322 0.4666 428 Dilute Tortoiseshell 0.4881 0.5721 0.5268 430 Domestic Long Hair 0.2222 0.0520 0.0843 423 Domestic Medium Hair 0.0385 0.0025 0.0046 408 Domestic Short Hair 0.2927 0.0286 0.0521 420 Egyptian Mau 0.4365 0.6425 0.5198 428 Exotic Shorthair 0.7343 0.2500 0.3730 420 Extra-Toes Cat - Hemingway Polydactyl 0.6000 0.0075 0.0148 400 Havana 0.5741 0.7698 0.6577 443 Himalayan 0.5429 0.4296 0.4797 412 Japanese Bobtail 0.4074 0.0277 0.0519 397 Maine Coon 0.2377 0.4360 0.3077 422 Manx 0.1429 0.0024 0.0047 420 Munchkin 0.0000 0.0000 0.0000 405 Nebelung 0.5780 0.8801 0.6977 417 Norwegian Forest 0.3523 0.4348 0.3892 414 Oriental Short Hair 0.0000 0.0000 0.0000 436 Persian 0.4803 0.7414 0.5830 379 Ragamuffin 0.5196 0.1247 0.2011 425 Ragdoll 0.3184 0.1968 0.2432 432 Russian Blue 0.5331 0.8981 0.6691 412 Scottish Fold 0.4692 0.6152 0.5323 408 Siamese 0.3905 0.1579 0.2249 418 Siberian 0.3722 0.1562 0.2200 429 Snowshoe 0.5389 0.6429 0.5863 420 Sphynx 0.8664 0.9571 0.9095 420 Tabby 0.1597 0.1695 0.1645 407 Tiger 0.1997 0.6000 0.2996 415 Tonkinese 0.3715 0.5952 0.4575 420 Torbie 0.3984 0.4645 0.4289 422 Tortoiseshell 0.5065 0.8171 0.6253 432 Turkish Angora 0.4326 0.5923 0.5000 417 Turkish Van 0.2664 0.7002 0.3860 417 Tuxedo 0.3349 0.8487 0.4803 423 accuracy 0.4229 20000 macro avg 0.4074 0.4220 0.3636 20000 weighted avg 0.4073 0.4229 0.3644 20000 ```