Update README.md

README.md

@@ -4,4 +4,19 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/man-woman-face-image-detection-vit for more details.
+Returns whether the face belongs to man or woman based on face image.
+
+See https://www.kaggle.com/code/dima806/man-woman-face-image-detection-vit for more details.
+
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+         man     0.9898    0.9908    0.9903      7071
+       woman     0.9908    0.9898    0.9903      7072
+
+    accuracy                         0.9903     14143
+   macro avg     0.9903    0.9903    0.9903     14143
+weighted avg     0.9903    0.9903    0.9903     14143
+```