Update README.md

README.md

@@ -4,4 +4,32 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/anime-character-image-detection-vit for more details.
+Returns anime character name given an image.
+
+See https://www.kaggle.com/code/dima806/anime-character-image-detection-vit for more details.
+
+```
+Classification report:
+
+                    precision    recall  f1-score   support
+
+            Killua     1.0000    1.0000    1.0000        57
+    Sakata Gintoki     1.0000    0.9655    0.9825        58
+       Eren Yeager     0.9649    0.9649    0.9649        57
+            Ichigo     0.9825    0.9825    0.9825        57
+Lelouch Lamperouge     1.0000    1.0000    1.0000        58
+            Naruto     1.0000    1.0000    1.0000        58
+              Goku     0.9655    0.9825    0.9739        57
+            Vegeta     0.9649    0.9649    0.9649        57
+              Zoro     0.9355    1.0000    0.9667        58
+    Natsu Dragneel     1.0000    1.0000    1.0000        58
+               Gon     1.0000    0.9310    0.9643        58
+            Sasuke     0.9333    0.9655    0.9492        58
+      Elric Edward     1.0000    0.9825    0.9912        57
+      Light Yagami     0.9828    0.9828    0.9828        58
+             Luffy     1.0000    1.0000    1.0000        58
+
+          accuracy                         0.9815       864
+         macro avg     0.9820    0.9815    0.9815       864
+      weighted avg     0.9820    0.9815    0.9815       864
+```