Combining the object detection power of YOLOv11 with MediaPipe's precise hand tracking, the system can accurately recognize ASL alphabet letters in real time. Using advanced deep learning and key ...

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Together, they allow the system to detect and classify ASL alphabet letters with an accuracy of 98.2% (mean Average Precision at 0.5). The entire process works in real time and with very little delay.