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license: apache-2.0
metrics:
  - accuracy
  - f1

Detects cat breed (from the list of 48 common breeds) with about 61% accuracy based on image.

See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details.

image/png

Classification report:

                                       precision    recall  f1-score   support

                           Abyssinian     0.9329    0.8676    0.8990      2258
                     American Bobtail     0.2981    0.0562    0.0946      2258
                        American Curl     0.7791    0.7578    0.7683      2258
                   American Shorthair     0.1552    0.0080    0.0152      2258
                    Applehead Siamese     0.8716    0.9322    0.9009      2258
                             Balinese     0.6364    0.7533    0.6899      2258
                               Bengal     0.6752    0.7108    0.6926      2258
                               Birman     0.6543    0.7719    0.7082      2258
                               Bombay     0.4271    0.8246    0.5627      2258
                    British Shorthair     0.5383    0.5757    0.5564      2258
                              Burmese     0.7192    0.5979    0.6530      2258
                               Calico     0.5272    0.5802    0.5524      2258
                          Cornish Rex     0.9532    0.9832    0.9680      2258
                            Devon Rex     0.9104    0.9628    0.9359      2258
                        Dilute Calico     0.5132    0.5252    0.5192      2258
                 Dilute Tortoiseshell     0.5218    0.6453    0.5770      2258
                   Domestic Long Hair     0.3040    0.2329    0.2638      2258
                 Domestic Medium Hair     0.1877    0.0620    0.0932      2258
                  Domestic Short Hair     0.4829    0.6196    0.5428      2258
                         Egyptian Mau     0.6729    0.7826    0.7236      2258
                     Exotic Shorthair     0.7761    0.6311    0.6961      2258
Extra-Toes Cat - Hemingway Polydactyl     0.3151    0.0306    0.0557      2258
                               Havana     0.8790    0.9265    0.9021      2258
                            Himalayan     0.6469    0.5762    0.6095      2258
                     Japanese Bobtail     0.6976    0.6785    0.6879      2258
                           Maine Coon     0.3589    0.4951    0.4162      2258
                                 Manx     0.2308    0.0106    0.0203      2258
                             Munchkin     0.4773    0.3866    0.4272      2258
                             Nebelung     0.8569    0.9894    0.9184      2258
                     Norwegian Forest     0.5332    0.6014    0.5652      2258
                  Oriental Short Hair     0.5752    0.2321    0.3307      2258
                              Persian     0.7363    0.7259    0.7310      2258
                           Ragamuffin     0.7818    0.8698    0.8235      2258
                              Ragdoll     0.4537    0.3384    0.3876      2258
                         Russian Blue     0.7129    0.8764    0.7863      2258
                        Scottish Fold     0.8489    0.7666    0.8057      2258
                              Siamese     0.5762    0.4805    0.5240      2258
                             Siberian     0.6675    0.6935    0.6803      2258
                             Snowshoe     0.6843    0.7467    0.7141      2258
                               Sphynx     0.9875    0.9810    0.9842      2258
                                Tabby     0.2518    0.2298    0.2403      2258
                                Tiger     0.2737    0.5465    0.3647      2258
                            Tonkinese     0.7270    0.7936    0.7588      2258
                               Torbie     0.4283    0.5633    0.4866      2258
                        Tortoiseshell     0.5821    0.7901    0.6703      2258
                       Turkish Angora     0.5817    0.6466    0.6124      2258
                          Turkish Van     0.4924    0.7498    0.5945      2258
                               Tuxedo     0.5263    0.8193    0.6409      2258

                             accuracy                         0.6130    108384
                            macro avg     0.5921    0.6130    0.5865    108384
                         weighted avg     0.5921    0.6130    0.5865    108384