Hugging Face's logo

dima806
/
cat_breed_image_detection

Image Classification
Transformers
Safetensors
vit
Model card Files
xet
 Community
dima806 commited on
Commit
31fcaa3
·
verified ·
1 Parent(s): adc7b9c

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +52 -52
README.md CHANGED
@@ -8,63 +8,63 @@ Detects cat breed (from the list of 48 common breeds) with about 68% accuracy ba
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/rG2QdegaG9nguHh6FjKF_.png)
12
 
13
  ```
14
  Classification report:
15
 
16
  precision recall f1-score support
17
 
18
- Abyssinian 0.9606 0.8968 0.9276 2258
19
- American Bobtail 0.2560 0.1408 0.1817 2258
20
- American Curl 0.8527 0.8282 0.8403 2258
21
- American Shorthair 0.2122 0.0230 0.0416 2258
22
- Applehead Siamese 0.9564 0.9814 0.9687 2258
23
- Balinese 0.7827 0.8756 0.8265 2258
24
- Bengal 0.7132 0.7236 0.7184 2258
25
- Birman 0.7618 0.8344 0.7964 2258
26
- Bombay 0.4929 0.8419 0.6217 2258
27
- British Shorthair 0.6681 0.6811 0.6746 2258
28
- Burmese 0.8161 0.7919 0.8038 2258
29
- Calico 0.5525 0.5824 0.5671 2258
30
- Cornish Rex 0.9810 0.9849 0.9830 2258
31
- Devon Rex 0.9537 0.9934 0.9731 2258
32
- Dilute Calico 0.5472 0.5567 0.5519 2258
33
- Dilute Tortoiseshell 0.5583 0.6829 0.6143 2258
34
- Domestic Long Hair 0.3362 0.2741 0.3020 2258
35
- Domestic Medium Hair 0.2289 0.0855 0.1245 2258
36
- Domestic Short Hair 0.7344 0.9491 0.8281 2258
37
- Egyptian Mau 0.7862 0.8454 0.8148 2258
38
- Exotic Shorthair 0.8225 0.6811 0.7452 2258
39
- Extra-Toes Cat - Hemingway Polydactyl 0.2679 0.0580 0.0954 2258
40
- Havana 0.9647 0.9438 0.9541 2258
41
- Himalayan 0.6955 0.6484 0.6711 2258
42
- Japanese Bobtail 0.8673 0.9411 0.9027 2258
43
- Maine Coon 0.4235 0.5872 0.4921 2258
44
- Manx 0.3846 0.0332 0.0611 2258
45
- Munchkin 0.6797 0.7874 0.7296 2258
46
- Nebelung 0.9310 0.9916 0.9603 2258
47
- Norwegian Forest 0.6833 0.7108 0.6968 2258
48
- Oriental Short Hair 0.6539 0.4402 0.5262 2258
49
- Persian 0.7774 0.7440 0.7604 2258
50
- Ragamuffin 0.9212 0.9739 0.9468 2258
51
- Ragdoll 0.5436 0.4526 0.4940 2258
52
- Russian Blue 0.7463 0.9030 0.8172 2258
53
- Scottish Fold 0.8832 0.8202 0.8505 2258
54
- Siamese 0.6507 0.5965 0.6225 2258
55
- Siberian 0.8335 0.9004 0.8657 2258
56
- Snowshoe 0.7584 0.7715 0.7649 2258
57
- Sphynx 0.9973 0.9858 0.9915 2258
58
- Tabby 0.2857 0.3016 0.2934 2258
59
- Tiger 0.3189 0.5593 0.4062 2258
60
- Tonkinese 0.8811 0.9088 0.8947 2258
61
- Torbie 0.5027 0.5872 0.5417 2258
62
- Tortoiseshell 0.6224 0.7861 0.6947 2258
63
- Turkish Angora 0.6359 0.7086 0.6703 2258
64
- Turkish Van 0.6041 0.7981 0.6877 2258
65
- Tuxedo 0.5607 0.8082 0.6621 2258
66
 
67
- accuracy 0.6875 108384
68
- macro avg 0.6677 0.6875 0.6658 108384
69
- weighted avg 0.6677 0.6875 0.6658 108384
70
  ```
 
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/OIHq52YF5D5O_BzTpfpVY.png)
12
 
13
  ```
14
  Classification report:
15
 
16
  precision recall f1-score support
17
 
18
+ Abyssinian 0.9444 0.8959 0.9195 2258
19
+ American Bobtail 0.2765 0.1581 0.2012 2258
20
+ American Curl 0.8585 0.8299 0.8440 2258
21
+ American Shorthair 0.2008 0.0213 0.0384 2258
22
+ Applehead Siamese 0.9578 0.9761 0.9669 2258
23
+ Balinese 0.7910 0.8831 0.8345 2258
24
+ Bengal 0.7112 0.7121 0.7117 2258
25
+ Birman 0.7468 0.8348 0.7884 2258
26
+ Bombay 0.5128 0.8543 0.6409 2258
27
+ British Shorthair 0.6592 0.6869 0.6727 2258
28
+ Burmese 0.8285 0.7936 0.8107 2258
29
+ Calico 0.5579 0.5717 0.5647 2258
30
+ Cornish Rex 0.9777 0.9920 0.9848 2258
31
+ Devon Rex 0.9590 0.9934 0.9759 2258
32
+ Dilute Calico 0.5532 0.5407 0.5469 2258
33
+ Dilute Tortoiseshell 0.5482 0.6701 0.6030 2258
34
+ Domestic Long Hair 0.3337 0.2772 0.3029 2258
35
+ Domestic Medium Hair 0.2167 0.0828 0.1198 2258
36
+ Domestic Short Hair 0.7573 0.9619 0.8474 2258
37
+ Egyptian Mau 0.7725 0.8512 0.8099 2258
38
+ Exotic Shorthair 0.8345 0.6767 0.7474 2258
39
+ Extra-Toes Cat - Hemingway Polydactyl 0.2865 0.0695 0.1119 2258
40
+ Havana 0.9648 0.9464 0.9555 2258
41
+ Himalayan 0.7077 0.6519 0.6787 2258
42
+ Japanese Bobtail 0.8561 0.9455 0.8986 2258
43
+ Maine Coon 0.4128 0.5691 0.4785 2258
44
+ Manx 0.2890 0.0337 0.0603 2258
45
+ Munchkin 0.6786 0.7976 0.7333 2258
46
+ Nebelung 0.9338 0.9867 0.9595 2258
47
+ Norwegian Forest 0.6793 0.7214 0.6997 2258
48
+ Oriental Short Hair 0.6550 0.4539 0.5362 2258
49
+ Persian 0.7621 0.7405 0.7511 2258
50
+ Ragamuffin 0.9272 0.9708 0.9485 2258
51
+ Ragdoll 0.5688 0.4579 0.5074 2258
52
+ Russian Blue 0.7540 0.8999 0.8205 2258
53
+ Scottish Fold 0.9029 0.8406 0.8706 2258
54
+ Siamese 0.6452 0.6089 0.6266 2258
55
+ Siberian 0.8251 0.9110 0.8659 2258
56
+ Snowshoe 0.7569 0.7542 0.7555 2258
57
+ Sphynx 0.9942 0.9827 0.9884 2258
58
+ Tabby 0.2908 0.3060 0.2982 2258
59
+ Tiger 0.3239 0.5438 0.4060 2258
60
+ Tonkinese 0.8747 0.8906 0.8826 2258
61
+ Torbie 0.4959 0.5895 0.5386 2258
62
+ Tortoiseshell 0.6208 0.8056 0.7012 2258
63
+ Turkish Angora 0.6323 0.7121 0.6699 2258
64
+ Turkish Van 0.6074 0.7852 0.6850 2258
65
+ Tuxedo 0.5703 0.8260 0.6747 2258
66
 
67
+ accuracy 0.6889 108384
68
+ macro avg 0.6670 0.6889 0.6674 108384
69
+ weighted avg 0.6670 0.6889 0.6674 108384
70
  ```