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Download MTL-AQA raw videos

# see https://github.com/ytdl-org/youtube-dl/
youtube-dl -f best <video_url> --default-search "ytsearch" --verbose -o <dst_path>
# use a proxy if you cant visit youtube directly

get frames

ffmpeg -i <video> -f image2 -qscale:v 2 ./new/new_total_frames/<video_id>/%08d.jpg

[optional] Resize the frames to save the cost

python ./MTL_AQA/MTL_tool/resize_frames.py