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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     0.9136    0.8707    0.8916      2258
                     American Bobtail     0.2283    0.0221    0.0404      2258
                        American Curl     0.7159    0.7143    0.7151      2258
                   American Shorthair     0.1720    0.0071    0.0136      2258
                    Applehead Siamese     0.7334    0.8676    0.7949      2258
                             Balinese     0.5986    0.7139    0.6512      2258
                               Bengal     0.6409    0.6931    0.6660      2258
                               Birman     0.6066    0.7622    0.6756      2258
                               Bombay     0.3810    0.8144    0.5191      2258
                    British Shorthair     0.4809    0.5403    0.5089      2258
                              Burmese     0.6861    0.5151    0.5884      2258
                               Calico     0.5152    0.5686    0.5406      2258
                          Cornish Rex     0.9396    0.9712    0.9551      2258
                            Devon Rex     0.8990    0.9305    0.9145      2258
                        Dilute Calico     0.4960    0.5155    0.5055      2258
                 Dilute Tortoiseshell     0.5145    0.6435    0.5718      2258
                   Domestic Long Hair     0.2943    0.2183    0.2507      2258
                 Domestic Medium Hair     0.1990    0.0527    0.0833      2258
                  Domestic Short Hair     0.4137    0.4650    0.4379      2258
                         Egyptian Mau     0.5809    0.7715    0.6627      2258
                     Exotic Shorthair     0.7543    0.6076    0.6730      2258
Extra-Toes Cat - Hemingway Polydactyl     0.2205    0.0124    0.0235      2258
                               Havana     0.8308    0.9198    0.8731      2258
                            Himalayan     0.6324    0.5585    0.5931      2258
                     Japanese Bobtail     0.6014    0.4885    0.5391      2258
                           Maine Coon     0.3365    0.4517    0.3857      2258
                                 Manx     0.2308    0.0106    0.0203      2258
                             Munchkin     0.3918    0.2276    0.2880      2258
                             Nebelung     0.8098    0.9898    0.8908      2258
                     Norwegian Forest     0.4990    0.5598    0.5277      2258
                  Oriental Short Hair     0.5755    0.1351    0.2188      2258
                              Persian     0.7226    0.7338    0.7282      2258
                           Ragamuffin     0.7124    0.7963    0.7520      2258
                              Ragdoll     0.4333    0.2919    0.3488      2258
                         Russian Blue     0.6835    0.8791    0.7691      2258
                        Scottish Fold     0.7886    0.7285    0.7574      2258
                              Siamese     0.5211    0.4154    0.4623      2258
                             Siberian     0.6066    0.5859    0.5961      2258
                             Snowshoe     0.6573    0.7493    0.7003      2258
                               Sphynx     0.9843    0.9717    0.9779      2258
                                Tabby     0.2493    0.2360    0.2425      2258
                                Tiger     0.2662    0.5341    0.3553      2258
                            Tonkinese     0.6389    0.6683    0.6532      2258
                               Torbie     0.4338    0.5589    0.4885      2258
                        Tortoiseshell     0.5755    0.7870    0.6648      2258
                       Turkish Angora     0.5698    0.6165    0.5922      2258
                          Turkish Van     0.4325    0.7365    0.5450      2258
                               Tuxedo     0.4838    0.8246    0.6098      2258

                             accuracy                         0.5778    108384
                            macro avg     0.5552    0.5778    0.5472    108384
                         weighted avg     0.5552    0.5778    0.5472    108384