- Python 3.x
- OpenCV (
cv2library) - Pytesseract
- Tesseract OCR
- Pydub
- Numpy
- Simpleaudio
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Install Python 3.x
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Install the required Python libraries
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Install Tesseract OCR and Pytesseract, Numpy, Simpleaudio, and Pydub - use pip
- The script initializes the webcam and captures frames continuously.
- Each frame is converted to grayscale to simplify the image processing.
- Tesseract OCR processes the grayscale images to detect and decode text.
- The video frame along with any detected text is displayed in real-time.
- The script runs in a loop until the 'q' key is pressed.