I tried training a classifier, then found a better solution.
Flame 2027 adds frame metadata retention, annotations, Depth maps, and OCIO 2.5.1, plus OTIO import and Rocky Linux 9.7 ...
Gemma 4 made local LLMs feel practical, private, and finally useful on everyday hardware.