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real-time-recognition

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Sign-Language-to-Speech

RhythmusByte / Sign-Language-to-Speech

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Real-time ASL interpreter using OpenCV and TensorFlow/Keras for hand gesture recognition. Features custom hand tracking, image preprocessing, and gesture classification to translate American Sign Language into text and speech output. Built with accessibility in mind.

python opencv machine-learning tensorflow numpy keras asl sign-language image-processing image-classification cv2 assistive-technology hand-tracking real-time-detection mediapipe handdetection real-time-recognition
  • Updated Apr 10, 2025
  • Python

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