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metadata
license: apache-2.0
metrics:
  - accuracy
  - f1

Detects cat breed (from the list of 48 common breeds) with about 57% 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     0.9006    0.8747    0.8874      2258
                     American Bobtail     0.2692    0.0279    0.0506      2258
                        American Curl     0.7350    0.7099    0.7222      2258
                   American Shorthair     0.1324    0.0040    0.0077      2258
                    Applehead Siamese     0.7165    0.8875    0.7929      2258
                             Balinese     0.5761    0.6940    0.6296      2258
                               Bengal     0.6503    0.6869    0.6681      2258
                               Birman     0.6187    0.7409    0.6743      2258
                               Bombay     0.3845    0.8198    0.5235      2258
                    British Shorthair     0.4841    0.5461    0.5132      2258
                              Burmese     0.6970    0.5164    0.5932      2258
                               Calico     0.5151    0.5735    0.5427      2258
                          Cornish Rex     0.9182    0.9743    0.9454      2258
                            Devon Rex     0.9033    0.9185    0.9108      2258
                        Dilute Calico     0.5049    0.5199    0.5123      2258
                 Dilute Tortoiseshell     0.5257    0.6484    0.5806      2258
                   Domestic Long Hair     0.3075    0.2179    0.2551      2258
                 Domestic Medium Hair     0.1858    0.0523    0.0816      2258
                  Domestic Short Hair     0.4040    0.4371    0.4199      2258
                         Egyptian Mau     0.5908    0.7640    0.6663      2258
                     Exotic Shorthair     0.7472    0.5970    0.6637      2258
Extra-Toes Cat - Hemingway Polydactyl     0.2688    0.0111    0.0213      2258
                               Havana     0.8377    0.9212    0.8775      2258
                            Himalayan     0.6279    0.5620    0.5931      2258
                     Japanese Bobtail     0.5857    0.4827    0.5293      2258
                           Maine Coon     0.3408    0.4903    0.4021      2258
                                 Manx     0.2151    0.0089    0.0170      2258
                             Munchkin     0.3909    0.2046    0.2686      2258
                             Nebelung     0.8263    0.9841    0.8983      2258
                     Norwegian Forest     0.5141    0.5500    0.5315      2258
                  Oriental Short Hair     0.5140    0.1218    0.1969      2258
                              Persian     0.7143    0.7254    0.7198      2258
                           Ragamuffin     0.7079    0.7697    0.7375      2258
                              Ragdoll     0.4230    0.2994    0.3506      2258
                         Russian Blue     0.6822    0.8729    0.7659      2258
                        Scottish Fold     0.7819    0.7400    0.7604      2258
                              Siamese     0.5003    0.3831    0.4339      2258
                             Siberian     0.6286    0.5629    0.5939      2258
                             Snowshoe     0.6556    0.7547    0.7017      2258
                               Sphynx     0.9861    0.9708    0.9784      2258
                                Tabby     0.2279    0.2294    0.2286      2258
                                Tiger     0.2587    0.5403    0.3499      2258
                            Tonkinese     0.6426    0.6687    0.6554      2258
                               Torbie     0.4277    0.5647    0.4867      2258
                        Tortoiseshell     0.5777    0.8034    0.6721      2258
                       Turkish Angora     0.5585    0.6174    0.5865      2258
                          Turkish Van     0.4265    0.7374    0.5404      2258
                               Tuxedo     0.4707    0.8180    0.5975      2258

                             accuracy                         0.5751    108384
                            macro avg     0.5533    0.5751    0.5445    108384
                         weighted avg     0.5533    0.5751    0.5445    108384