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pip install opencv-python
pip install Levenshtein
pip install tqdm

# for gpu device (find more details in Paddle):
conda install paddlepaddle-gpu==3.0.0 paddlepaddle-cuda=11.8 -c paddle -c nvidia
or for cpu device:
conda install paddlepaddle==3.0.0 -c paddle

pip install paddleocr==3.0.0

if you want to use gpu-version, modify

self.ocr = PaddleOCR(
            ......
            device="gpu:0"
        )

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Extracting subtitles using PaddleOCR

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