convert video to set of jpegs in python

main.py
import cv2

# Open the video file
video_file = 'path/to/video/file.mp4'
video = cv2.VideoCapture(video_file)

# Define the frame index
frame_index = 0

while True:
    # Read a frame from the video
    ret, frame = video.read()

    # Break the loop if the video is over
    if not ret:
        break

    # Save the frame as a JPEG image
    frame_file = f'path/to/output/folder/frame_{frame_index:05d}.jpg'
    cv2.imwrite(frame_file, frame)

    # Increment the frame index
    frame_index += 1

# Release the video file handle
video.release()
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