Update README.md

README.md

@@ -4,4 +4,23 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/face-obstruction-image-detection-vit for more details.
+Returns face obstruction type given a facial image.
+
+See https://www.kaggle.com/code/dima806/face-obstruction-image-detection-vit for more details.
+
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+  sunglasses     0.9974    0.9985    0.9980      3422
+     glasses     0.9896    0.9968    0.9932      3422
+       other     0.7198    0.7613    0.7400      3422
+        mask     0.9971    0.9985    0.9978      3422
+        hand     0.7505    0.7086    0.7290      3422
+        none     0.9976    0.9860    0.9918      3422
+
+    accuracy                         0.9083     20532
+   macro avg     0.9087    0.9083    0.9083     20532
+weighted avg     0.9087    0.9083    0.9083     20532
+```