Update README.md

README.md

@@ -4,4 +4,19 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/tyre-quality-image-detection-vit for more details.
+Retuns tyre quality given a tyre image.
+
+See https://www.kaggle.com/code/dima806/tyre-quality-image-detection-vit for more details.
+
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+   defective     1.0000    0.9854    0.9926       411
+        good     0.9856    1.0000    0.9928       412
+
+    accuracy                         0.9927       823
+   macro avg     0.9928    0.9927    0.9927       823
+weighted avg     0.9928    0.9927    0.9927       823
+```