Update README.md

README.md

@@ -35,6 +35,8 @@ Recognises new character classes from as little as a single example.
 
 ## Results
 
+![Few-shot evaluation results](eval_results.png)
+
 | Configuration  | Accuracy |
 |----------------|----------|
 | 5-way 1-shot   | 95.10%   |