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cat_breed_image_detection

Image Classification
Transformers
Safetensors
vit
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@@ -4,67 +4,67 @@ metrics:
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  - accuracy
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  - f1
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  ---
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- Detects cat breed (from the list of 48 common breeds) with about 70% accuracy based on image.
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  See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details.
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- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/D86YiAS52sBCzY5vcfsDh.png)
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  ```
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  Classification report:
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  precision recall f1-score support
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- Abyssinian 0.9563 0.9101 0.9326 2258
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- American Bobtail 0.2963 0.2170 0.2505 2258
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- American Curl 0.8700 0.8680 0.8690 2258
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- American Shorthair 0.2165 0.0279 0.0494 2258
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- Applehead Siamese 0.9602 0.9827 0.9713 2258
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- Balinese 0.8511 0.8933 0.8717 2258
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- Bengal 0.7104 0.7431 0.7264 2258
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- Birman 0.7758 0.8565 0.8141 2258
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- Bombay 0.5275 0.8370 0.6471 2258
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- British Shorthair 0.7037 0.7077 0.7057 2258
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- Burmese 0.8306 0.8663 0.8480 2258
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- Calico 0.5647 0.6045 0.5840 2258
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- Cornish Rex 0.9912 0.9929 0.9920 2258
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- Devon Rex 0.9690 0.9960 0.9823 2258
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- Dilute Calico 0.5708 0.5496 0.5600 2258
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- Dilute Tortoiseshell 0.5650 0.6643 0.6106 2258
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- Domestic Long Hair 0.3461 0.2843 0.3122 2258
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- Domestic Medium Hair 0.2188 0.0855 0.1229 2258
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- Domestic Short Hair 0.8187 0.9739 0.8896 2258
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- Egyptian Mau 0.8025 0.8441 0.8228 2258
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- Exotic Shorthair 0.8507 0.7117 0.7750 2258
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- Extra-Toes Cat - Hemingway Polydactyl 0.3025 0.0957 0.1454 2258
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- Havana 0.9669 0.9690 0.9679 2258
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- Himalayan 0.7094 0.6594 0.6835 2258
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- Japanese Bobtail 0.8946 0.9584 0.9254 2258
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- Maine Coon 0.4325 0.5872 0.4981 2258
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- Manx 0.3381 0.0421 0.0748 2258
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- Munchkin 0.7435 0.8601 0.7975 2258
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- Nebelung 0.9363 0.9894 0.9621 2258
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- Norwegian Forest 0.7042 0.7414 0.7223 2258
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- Oriental Short Hair 0.6729 0.5257 0.5903 2258
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- Persian 0.7815 0.7586 0.7699 2258
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- Ragamuffin 0.9286 0.9677 0.9477 2258
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- Ragdoll 0.5767 0.4863 0.5276 2258
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- Russian Blue 0.7660 0.9105 0.8321 2258
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- Scottish Fold 0.9232 0.8406 0.8799 2258
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- Siamese 0.6758 0.6027 0.6372 2258
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- Siberian 0.8686 0.9278 0.8972 2258
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- Snowshoe 0.7758 0.7817 0.7787 2258
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- Sphynx 0.9951 0.9827 0.9889 2258
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- Tabby 0.3106 0.3167 0.3136 2258
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- Tiger 0.3337 0.5474 0.4146 2258
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- Tonkinese 0.8848 0.9119 0.8981 2258
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- Torbie 0.5020 0.6010 0.5471 2258
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- Tortoiseshell 0.6303 0.8012 0.7055 2258
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- Turkish Angora 0.6615 0.7347 0.6962 2258
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- Turkish Van 0.6175 0.8251 0.7064 2258
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- Tuxedo 0.5743 0.8251 0.6772 2258
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- accuracy 0.7055 108384
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- macro avg 0.6855 0.7055 0.6859 108384
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- weighted avg 0.6855 0.7055 0.6859 108384
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  ```
 
4
  - accuracy
5
  - f1
6
  ---
7
+ Detects cat breed (from the list of 48 common breeds) with about 71% accuracy based on image.
8
 
9
  See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details.
10
 
11
+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/6muRG9UVFbrIR1B-eDvvn.png)
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  ```
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  Classification report:
15
 
16
  precision recall f1-score support
17
 
18
+ Abyssinian 0.9647 0.9083 0.9357 2258
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+ American Bobtail 0.3075 0.2564 0.2796 2258
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+ American Curl 0.8835 0.8663 0.8748 2258
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+ American Shorthair 0.1871 0.0244 0.0431 2258
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+ Applehead Siamese 0.9636 0.9858 0.9746 2258
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+ Balinese 0.8430 0.8990 0.8701 2258
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+ Bengal 0.7201 0.7476 0.7336 2258
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+ Birman 0.7825 0.8618 0.8202 2258
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+ Bombay 0.5362 0.8397 0.6545 2258
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+ British Shorthair 0.7041 0.7471 0.7250 2258
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+ Burmese 0.8621 0.8835 0.8727 2258
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+ Calico 0.5661 0.5992 0.5822 2258
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+ Cornish Rex 0.9964 0.9911 0.9938 2258
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+ Devon Rex 0.9686 0.9960 0.9821 2258
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+ Dilute Calico 0.5733 0.5576 0.5653 2258
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+ Dilute Tortoiseshell 0.5602 0.6718 0.6110 2258
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+ Domestic Long Hair 0.3720 0.3127 0.3397 2258
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+ Domestic Medium Hair 0.2486 0.0957 0.1382 2258
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+ Domestic Short Hair 0.8342 0.9668 0.8956 2258
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+ Egyptian Mau 0.8178 0.8769 0.8463 2258
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+ Exotic Shorthair 0.8402 0.7055 0.7670 2258
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+ Extra-Toes Cat - Hemingway Polydactyl 0.2942 0.0965 0.1454 2258
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+ Havana 0.9579 0.9663 0.9621 2258
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+ Himalayan 0.7146 0.6709 0.6921 2258
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+ Japanese Bobtail 0.9231 0.9624 0.9423 2258
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+ Maine Coon 0.4480 0.5748 0.5036 2258
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+ Manx 0.3064 0.0469 0.0814 2258
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+ Munchkin 0.7693 0.8477 0.8066 2258
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+ Nebelung 0.9444 0.9854 0.9645 2258
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+ Norwegian Forest 0.6942 0.7631 0.7270 2258
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+ Oriental Short Hair 0.7058 0.5598 0.6244 2258
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+ Persian 0.7899 0.7458 0.7672 2258
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+ Ragamuffin 0.9334 0.9743 0.9534 2258
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+ Ragdoll 0.5788 0.4978 0.5352 2258
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+ Russian Blue 0.7719 0.9066 0.8338 2258
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+ Scottish Fold 0.9011 0.8720 0.8863 2258
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+ Siamese 0.6828 0.6426 0.6621 2258
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+ Siberian 0.8878 0.9353 0.9109 2258
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+ Snowshoe 0.7927 0.7755 0.7840 2258
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+ Sphynx 0.9978 0.9867 0.9922 2258
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+ Tabby 0.3136 0.3105 0.3120 2258
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+ Tiger 0.3420 0.5629 0.4255 2258
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+ Tonkinese 0.9042 0.9154 0.9098 2258
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+ Torbie 0.5020 0.6129 0.5519 2258
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+ Tortoiseshell 0.6323 0.7883 0.7018 2258
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+ Turkish Angora 0.6667 0.7316 0.6976 2258
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+ Turkish Van 0.6523 0.8384 0.7337 2258
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+ Tuxedo 0.5758 0.8295 0.6797 2258
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+ accuracy 0.7124 108384
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+ macro avg 0.6920 0.7124 0.6936 108384
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+ weighted avg 0.6920 0.7124 0.6936 108384
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  ```