A Computer Vision project that converts American Sign Language (ASL) hand gestures captured via webcam into text and spoken words using YOLO, OpenCV, and Text-to-Speech (TTS) technology.
Note: Short demo video displayed as GIF. For longer demos, link to external video.
- Python 3.8+
- OpenCV (
opencv-python) - Ultralytics YOLO (
ultralytics) - gTTS (
gtts) - Playsound (
playsound) - Matplotlib (
matplotlib) (optional if using plt display)
Install dependencies using:
pip install -r requirements.txt