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Author	SHA1	Message	Date
alex	89b0f708d7	Add geometric upper-bound gates: max face-area fraction, aspect window ... Tested against real failure samples from the v2 run: full-frame feather storm (area .64) and wide effect blob (area .70) now rejected; normal and close-up faces pass. Note: stylized OP/ED emblems are geometrically face-shaped and NOT catchable this way — documented, CCIP gate is the answer for those.	2026-10-18 11:04:53 -04:00
alex	940c59d6c9	Lock GPU pin with warm CUDA alloc before ultralytics select_device runs ... Ultralytics select_device() rewrites CUDA_VISIBLE_DEVICES on first predict() when the CUDA context is uninitialized: --gpu 1 silently became a two-GPU cuda:0,1 context that OOMed on GPU0 (Strata's card). Initializing torch and touching cuda once after setting CVD locks the pin; both scripts now use device cuda:0 within the pin.	2026-10-18 09:10:55 -04:00
alex	e8fd716d82	Add audit_stills.py QC tool: measure how many stills in a collection have no detected face	2026-10-18 09:09:03 -04:00
alex	01eb729c2f	Fork facesaver -> anime-facesaver: real anime face detector instead of COCO 'person' proxy ... Original saved any frame with a big COCO person box (heads, hands, shoes). Switches to yolov8x6_animeface (HF: Fuyucchi), keeps the scene-change gate, adds --gpu pinning via CUDA_VISIBLE_DEVICES before torch init, --download-model, --preview-dir QC mode, optional edge margin and min face-area fraction.	2026-10-18 09:02:55 -04:00