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license: apache-2.0
metrics:
  - accuracy
  - f1

Detects cat breed (from the list of 48 common breeds) with about 72% 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     0.9673    0.9305    0.9485      2258
                     American Bobtail     0.3117    0.2932    0.3021      2258
                        American Curl     0.8846    0.8928    0.8887      2258
                   American Shorthair     0.1994    0.0297    0.0517      2258
                    Applehead Siamese     0.9700    0.9876    0.9787      2258
                             Balinese     0.8731    0.9234    0.8975      2258
                               Bengal     0.7244    0.7498    0.7369      2258
                               Birman     0.8180    0.8760    0.8460      2258
                               Bombay     0.5495    0.8508    0.6677      2258
                    British Shorthair     0.6991    0.7520    0.7246      2258
                              Burmese     0.8542    0.8822    0.8680      2258
                               Calico     0.5786    0.6116    0.5946      2258
                          Cornish Rex     0.9955    0.9898    0.9927      2258
                            Devon Rex     0.9727    0.9938    0.9831      2258
                        Dilute Calico     0.5781    0.5540    0.5658      2258
                 Dilute Tortoiseshell     0.5750    0.6754    0.6212      2258
                   Domestic Long Hair     0.3805    0.3060    0.3392      2258
                 Domestic Medium Hair     0.2508    0.0983    0.1413      2258
                  Domestic Short Hair     0.8699    0.9801    0.9217      2258
                         Egyptian Mau     0.8252    0.8844    0.8538      2258
                     Exotic Shorthair     0.8446    0.7462    0.7924      2258
Extra-Toes Cat - Hemingway Polydactyl     0.3566    0.1311    0.1917      2258
                               Havana     0.9643    0.9694    0.9669      2258
                            Himalayan     0.7352    0.6825    0.7079      2258
                     Japanese Bobtail     0.9358    0.9690    0.9521      2258
                           Maine Coon     0.4502    0.5943    0.5123      2258
                                 Manx     0.2775    0.0447    0.0770      2258
                             Munchkin     0.8215    0.8928    0.8557      2258
                             Nebelung     0.9518    0.9965    0.9736      2258
                     Norwegian Forest     0.7287    0.7790    0.7530      2258
                  Oriental Short Hair     0.7218    0.5988    0.6546      2258
                              Persian     0.7971    0.7706    0.7836      2258
                           Ragamuffin     0.9417    0.9730    0.9571      2258
                              Ragdoll     0.5960    0.5279    0.5599      2258
                         Russian Blue     0.7750    0.9043    0.8347      2258
                        Scottish Fold     0.9533    0.8676    0.9084      2258
                              Siamese     0.7187    0.6687    0.6928      2258
                             Siberian     0.9017    0.9464    0.9235      2258
                             Snowshoe     0.7734    0.7874    0.7803      2258
                               Sphynx     0.9969    0.9863    0.9915      2258
                                Tabby     0.3181    0.3060    0.3120      2258
                                Tiger     0.3638    0.5709    0.4444      2258
                            Tonkinese     0.9255    0.9291    0.9273      2258
                               Torbie     0.5063    0.6231    0.5587      2258
                        Tortoiseshell     0.6405    0.7803    0.7035      2258
                       Turkish Angora     0.6801    0.7524    0.7145      2258
                          Turkish Van     0.6508    0.8534    0.7385      2258
                               Tuxedo     0.5899    0.8344    0.6911      2258

                             accuracy                         0.7239    108384
                            macro avg     0.7040    0.7239    0.7059    108384
                         weighted avg     0.7040    0.7239    0.7059    108384