Update README.md

README.md

@@ -4,4 +4,30 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/wild-cats-image-detection-vit for more details.
+Returns wild cat given an image.
+
+See https://www.kaggle.com/code/dima806/wild-cats-image-detection-vit for more details.
+
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/OLnWwhtPz-WG4sybUm4BQ.png)
+
+```
+Classification report:
+
+                 precision    recall  f1-score   support
+
+          LIONS     1.0000    1.0000    1.0000        99
+        CARACAL     1.0000    1.0000    1.0000        99
+AFRICAN LEOPARD     0.9897    0.9697    0.9796        99
+        CHEETAH     0.9899    0.9899    0.9899        99
+   SNOW LEOPARD     0.9900    0.9900    0.9900       100
+          TIGER     1.0000    1.0000    1.0000        99
+         OCELOT     0.9899    0.9899    0.9899        99
+         JAGUAR     0.9802    1.0000    0.9900        99
+           PUMA     1.0000    1.0000    1.0000       100
+CLOUDED LEOPARD     0.9899    0.9899    0.9899        99
+
+       accuracy                         0.9929       992
+      macro avg     0.9930    0.9929    0.9929       992
+   weighted avg     0.9930    0.9929    0.9929       992
+```