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Update README.md

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@@ -163,4 +163,5 @@ These issues highlight areas where the model could be improved with more diverse
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  # Limitations and Biases
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  ### Known Failure Cases
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- <img alt= "Failure Cases" src="https://huggingface.co/cvtechniques/VideoGameHandGestures/resolve/main/failure_cases.png" width="1100" height="700"></img>
 
 
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  ***
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  # Limitations and Biases
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  ### Known Failure Cases
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+ <img alt= "Failure Cases" src="https://huggingface.co/cvtechniques/VideoGameHandGestures/resolve/main/failure_cases.png" width="1100" height="700"></img>
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+ The model struggled with some of the photos from the RPS dataset as these images contain complex backgrounds, partially occluded hands, or ambiguous gestures.