Update README.md

README.md

@@ -8,34 +8,34 @@ base_model:
 pipeline_tag: image-classification
 library_name: transformers
 ---
-Returns the clothes category based on an image.
+Returns the clothes category with about 87% accuracy based on an image.
 
 See https://www.kaggle.com/code/dima806/clothes-image-detection-vit for details.
 
-![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/HEQBcYrJblxjKj5Y1bo5q.png)
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/nHatsaQxttuXETO_3XM8I.png)
 
 ```
 Classification report:
 
                precision    recall  f1-score   support
 
-       Blazer     0.1398    0.1650    0.1514       200
-         Coat     0.0468    0.0400    0.0431       200
- Denim Jacket     0.4834    0.3650    0.4160       200
-      Dresses     0.0296    0.0300    0.0298       200
-       Hoodie     0.0035    0.0050    0.0041       200
-       Jacket     0.2879    0.1900    0.2289       200
-        Jeans     0.3394    0.3700    0.3541       200
-   Long Pants     0.2754    0.0950    0.1413       200
-         Polo     0.3125    0.1500    0.2027       200
-        Shirt     0.2094    0.2900    0.2432       200
-       Shorts     0.1638    0.0950    0.1203       200
-        Skirt     0.2105    0.0200    0.0365       200
-Sports Jacket     0.0394    0.0400    0.0397       200
-      Sweater     0.1328    0.3300    0.1894       200
-      T-shirt     0.1641    0.2650    0.2027       200
+       Blazer     0.7419    0.6900    0.7150       200
+         Coat     0.7512    0.7550    0.7531       200
+ Denim Jacket     0.8592    0.9150    0.8862       200
+      Dresses     0.8603    0.7700    0.8127       200
+       Hoodie     0.6985    0.9500    0.8051       200
+       Jacket     0.7686    0.4650    0.5794       200
+        Jeans     0.8657    0.8700    0.8678       200
+   Long Pants     0.8112    0.7950    0.8030       200
+         Polo     0.7929    0.5550    0.6529       200
+        Shirt     0.7430    0.7950    0.7681       200
+       Shorts     0.9149    0.8600    0.8866       200
+        Skirt     0.8102    0.8750    0.8413       200
+Sports Jacket     0.6562    0.7350    0.6934       200
+      Sweater     0.7758    0.8650    0.8180       200
+      T-shirt     0.7743    0.8750    0.8216       200
 
-     accuracy                         0.1633      3000
-    macro avg     0.1892    0.1633    0.1602      3000
- weighted avg     0.1892    0.1633    0.1602      3000
+     accuracy                         0.7847      3000
+    macro avg     0.7883    0.7847    0.7803      3000
+ weighted avg     0.7883    0.7847    0.7803      3000
 ```