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license: apache-2.0
metrics:
  - accuracy
  - f1

Detects cat breed (from the list of 48 common breeds) with about 62% 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     0.9413    0.8809    0.9101      2258
                     American Bobtail     0.2544    0.0580    0.0945      2258
                        American Curl     0.7882    0.7631    0.7754      2258
                   American Shorthair     0.1587    0.0089    0.0168      2258
                    Applehead Siamese     0.9007    0.9442    0.9219      2258
                             Balinese     0.6722    0.7830    0.7234      2258
                               Bengal     0.6654    0.6993    0.6819      2258
                               Birman     0.6715    0.7830    0.7230      2258
                               Bombay     0.4535    0.8291    0.5863      2258
                    British Shorthair     0.5465    0.6094    0.5762      2258
                              Burmese     0.7430    0.6324    0.6833      2258
                               Calico     0.5415    0.5841    0.5620      2258
                          Cornish Rex     0.9600    0.9894    0.9745      2258
                            Devon Rex     0.9201    0.9787    0.9485      2258
                        Dilute Calico     0.5204    0.5487    0.5342      2258
                 Dilute Tortoiseshell     0.5224    0.6461    0.5777      2258
                   Domestic Long Hair     0.3183    0.2378    0.2722      2258
                 Domestic Medium Hair     0.1971    0.0660    0.0989      2258
                  Domestic Short Hair     0.5084    0.6980    0.5883      2258
                         Egyptian Mau     0.6664    0.7848    0.7208      2258
                     Exotic Shorthair     0.7842    0.6227    0.6941      2258
Extra-Toes Cat - Hemingway Polydactyl     0.2454    0.0292    0.0522      2258
                               Havana     0.9012    0.9212    0.9111      2258
                            Himalayan     0.6550    0.5903    0.6210      2258
                     Japanese Bobtail     0.7416    0.7586    0.7500      2258
                           Maine Coon     0.3715    0.5097    0.4298      2258
                                 Manx     0.3009    0.0151    0.0287      2258
                             Munchkin     0.5252    0.4668    0.4943      2258
                             Nebelung     0.8707    0.9929    0.9278      2258
                     Norwegian Forest     0.5516    0.6315    0.5889      2258
                  Oriental Short Hair     0.5710    0.2617    0.3589      2258
                              Persian     0.7423    0.7245    0.7333      2258
                           Ragamuffin     0.8217    0.8778    0.8488      2258
                              Ragdoll     0.4646    0.3339    0.3886      2258
                         Russian Blue     0.7238    0.8729    0.7914      2258
                        Scottish Fold     0.8372    0.7879    0.8118      2258
                              Siamese     0.5812    0.4991    0.5371      2258
                             Siberian     0.7234    0.7666    0.7444      2258
                             Snowshoe     0.6975    0.7524    0.7239      2258
                               Sphynx     0.9867    0.9827    0.9847      2258
                                Tabby     0.2648    0.2538    0.2592      2258
                                Tiger     0.2796    0.5385    0.3681      2258
                            Tonkinese     0.7528    0.8539    0.8002      2258
                               Torbie     0.4515    0.5647    0.5018      2258
                        Tortoiseshell     0.5933    0.7914    0.6782      2258
                       Turkish Angora     0.5947    0.6590    0.6252      2258
                          Turkish Van     0.5120    0.7294    0.6016      2258
                               Tuxedo     0.5318    0.8175    0.6444      2258

                             accuracy                         0.6277    108384
                            macro avg     0.6047    0.6277    0.6014    108384
                         weighted avg     0.6047    0.6277    0.6014    108384