Update README.md

README.md

@@ -4,4 +4,22 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/lemon-quality-image-detection-vit for more details.
+Returns lemon quality given an image.
+
+See https://www.kaggle.com/code/dima806/lemon-quality-image-detection-vit for more details.
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/qqLZ4FaCxnCn6YCI1U8Cz.png)
+
+```
+Classification report:
+
+                  precision    recall  f1-score   support
+
+    good_quality     0.9978    1.0000    0.9989       450
+empty_background     1.0000    0.9945    0.9972       181
+     bad_quality     1.0000    1.0000    1.0000       381
+
+        accuracy                         0.9990      1012
+       macro avg     0.9993    0.9982    0.9987      1012
+    weighted avg     0.9990    0.9990    0.9990      1012
+```