Update README.md

README.md

@@ -159,4 +159,8 @@ Failure cases were observed in several situations:
 * Complex or cluttered backgrounds
 * Low confidence detections
 * Ambiguous or blurred gesture poses
-These issues highlight areas where the model could be improved with more diverse training data.
+These issues highlight areas where the model could be improved with more diverse training data.
+***
+# Limitations and Biases
+### Known Failure Cases
+<img alt= "Failure Cases" src="https://huggingface.co/cvtechniques/VideoGameHandGestures/resolve/main/BoxPR_curve.png" width="1100" height="700"></img>