Using FFMPEG to Encode/Decode Video for Offline Video-Based Machine Learning

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:
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