Update README.md

README.md

@@ -4,4 +4,20 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/full-flat-tyre-image-detection-vit for more details.
+Check whether the tyre is flat given an image.
+
+See https://www.kaggle.com/code/dima806/full-flat-tyre-image-detection-vit for more details.
+
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+        flat     1.0000    1.0000    1.0000        60
+     no-tire     1.0000    1.0000    1.0000        60
+        full     1.0000    1.0000    1.0000        60
+
+    accuracy                         1.0000       180
+   macro avg     1.0000    1.0000    1.0000       180
+weighted avg     1.0000    1.0000    1.0000       180
+```