Update README.md

README.md

@@ -4,4 +4,19 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/beard-face-image-detection-vit for more details.
+Predicts the presence of a beard given a facial image.
+
+See https://www.kaggle.com/code/dima806/beard-face-image-detection-vit for more details.
+
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+       Beard     1.0000    0.9412    0.9697        17
+    No Beard     0.9444    1.0000    0.9714        17
+
+    accuracy                         0.9706        34
+   macro avg     0.9722    0.9706    0.9706        34
+weighted avg     0.9722    0.9706    0.9706        34
+```