FFMPEG is a tool that can be used to both decode and encode video between formats such as .MP4/.MOV to/from individual JPEG images. This technique allows machine learning programs to process the individual frames of a video and even generate entirely new videos.
Here are the three notebooks from this video:
https://github.com/jeffheaton/present...
https://github.com/jeffheaton/present...
https://github.com/jeffheaton/present...