Extract subtitle frames → crop to subtitle region → OCR each frame → merge into a subtitle file.
from paddleocr import PaddleOCR import cv2 import numpy as np how to extract hardcoded subtitles from video
However, thanks to advancements in Optical Character Recognition (OCR) and Artificial Intelligence (AI), it is now possible to "read" these images and convert them back into usable text files. Extract subtitle frames → crop to subtitle region
For users comfortable with command lines, this method offers more control and can be automated. The workflow: Extract frames -> Crop to subtitle area -> Run OCR -> Convert to SRT. Crop to subtitle area ->