Update README.md

README.md

@@ -8,20 +8,22 @@ Returns facial emotion based on facial human image.
 
 See https://www.kaggle.com/code/dima806/facial-emotions-image-detection-vit for more details.
 
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/LptXA-4SRuOqWf2-ZAcm-.png)
+
 ```
 Classification report:
 
               precision    recall  f1-score   support
 
-         sad     0.8324    0.8540    0.8431      3595
-     disgust     0.9936    0.9981    0.9958      3595
-       angry     0.8890    0.8815    0.8852      3596
-     neutral     0.8626    0.8623    0.8625      3596
-        fear     0.8529    0.8526    0.8527      3596
-    surprise     0.9503    0.9310    0.9406      3596
-       happy     0.9271    0.9260    0.9265      3596
+         sad     0.8406    0.8699    0.8550      3596
+     disgust     0.9895    1.0000    0.9947      3596
+       angry     0.9120    0.8996    0.9058      3596
+     neutral     0.8736    0.8709    0.8723      3595
+        fear     0.8851    0.8531    0.8688      3595
+    surprise     0.9419    0.9516    0.9467      3596
+       happy     0.9347    0.9321    0.9334      3596
 
-    accuracy                         0.9008     25170
-   macro avg     0.9011    0.9008    0.9009     25170
-weighted avg     0.9011    0.9008    0.9009     25170
+    accuracy                         0.9110     25170
+   macro avg     0.9111    0.9110    0.9110     25170
+weighted avg     0.9111    0.9110    0.9110     25170
 ```