f2fbe2ae6e
Operator: 10-frame max-pooled tagging on video produces a lot of noisy tags, and the sampling burns time/GPU. Drop the VIDEO_ML_FRAMES default to 6 (still env- overridable). Fewer frames = less per-frame noise into the max-pool and a smaller frame-sampling budget. Quality/perf of the whole video path is being reviewed separately.