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

Detects cat breed (from the list of 48 common breeds) with about 75% 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     0.9720    0.9544    0.9631      2258
                     American Bobtail     0.3756    0.4371    0.4040      2258
                        American Curl     0.9213    0.9119    0.9165      2258
                   American Shorthair     0.2062    0.0381    0.0643      2258
                    Applehead Siamese     0.9714    0.9925    0.9818      2258
                             Balinese     0.9045    0.9477    0.9256      2258
                               Bengal     0.7643    0.7697    0.7670      2258
                               Birman     0.8670    0.9212    0.8933      2258
                               Bombay     0.5918    0.8654    0.7029      2258
                    British Shorthair     0.7606    0.8299    0.7937      2258
                              Burmese     0.9104    0.9225    0.9164      2258
                               Calico     0.6037    0.6444    0.6234      2258
                          Cornish Rex     0.9964    0.9929    0.9947      2258
                            Devon Rex     0.9800    1.0000    0.9899      2258
                        Dilute Calico     0.5844    0.5549    0.5693      2258
                 Dilute Tortoiseshell     0.5674    0.6749    0.6165      2258
                   Domestic Long Hair     0.3825    0.3136    0.3446      2258
                 Domestic Medium Hair     0.2462    0.0992    0.1414      2258
                  Domestic Short Hair     0.9204    0.9827    0.9505      2258
                         Egyptian Mau     0.8664    0.8986    0.8822      2258
                     Exotic Shorthair     0.8686    0.7963    0.8309      2258
Extra-Toes Cat - Hemingway Polydactyl     0.3690    0.1696    0.2324      2258
                               Havana     0.9742    0.9690    0.9716      2258
                            Himalayan     0.7684    0.7126    0.7394      2258
                     Japanese Bobtail     0.9704    0.9712    0.9708      2258
                           Maine Coon     0.4853    0.6435    0.5533      2258
                                 Manx     0.3907    0.0895    0.1456      2258
                             Munchkin     0.9168    0.9420    0.9292      2258
                             Nebelung     0.9602    0.9934    0.9765      2258
                     Norwegian Forest     0.7924    0.8251    0.8084      2258
                  Oriental Short Hair     0.8167    0.7241    0.7676      2258
                              Persian     0.8148    0.7932    0.8039      2258
                           Ragamuffin     0.9573    0.9920    0.9743      2258
                              Ragdoll     0.6544    0.5912    0.6212      2258
                         Russian Blue     0.8213    0.9035    0.8604      2258
                        Scottish Fold     0.9668    0.8893    0.9264      2258
                              Siamese     0.7495    0.7210    0.7350      2258
                             Siberian     0.9315    0.9632    0.9471      2258
                             Snowshoe     0.8053    0.8171    0.8112      2258
                               Sphynx     0.9960    0.9885    0.9922      2258
                                Tabby     0.3506    0.3512    0.3509      2258
                                Tiger     0.3786    0.5895    0.4610      2258
                            Tonkinese     0.9448    0.9398    0.9423      2258
                               Torbie     0.5447    0.6346    0.5862      2258
                        Tortoiseshell     0.6531    0.7879    0.7142      2258
                       Turkish Angora     0.7253    0.7950    0.7585      2258
                          Turkish Van     0.7159    0.8950    0.7955      2258
                               Tuxedo     0.6118    0.8388    0.7075      2258

                             accuracy                         0.7516    108384
                            macro avg     0.7360    0.7516    0.7366    108384
                         weighted avg     0.7360    0.7516    0.7366    108384