joycaption beta and qwen3 vl
remove background - fill transparent color with fixed/random color , gaussian blur background
crop / mask include exclude / label overlay via SAM/Yolo seg,bbox detector models/moondream models
face analysis / similarity detect
dataset diversity analysis - angles
joycaption beta and qwen3 vl
remove background - fill transparent color with fixed/random color , gaussian blur background
crop / mask include exclude / label overlay via SAM/Yolo seg,bbox detector models/moondream models
face analysis / similarity detect
dataset diversity analysis - angles