AI Avatars
Photoreal fashion characters that stay the same person, and the same outfit, from still to video.
AI avatars are the next generation of influencers: embodied characters who sell what they wear. The hard part is consistency, so I built a pipeline that keeps one avatar, and one garment, identical across stills, collages and clips.
Characters
Ten archetypes, each with a named audience, a deep tie to its niche and an aspiration. Always photoreal, with human proportions. About 200 stills over four rounds of exploration.
Pieces
Collages in a retail lookbook layout: the hero top left, the pieces of the fit around it. A SAM 3 cut from the 4x hero, then a Krea 2 identity edit at reference boost 1.
Video
An identity-edit keyframe for each scene, then image-to-video with H3, and Wan first and last frames for turns. I tested 27 clips: 3 avatars, 3 scenes, 3 methods. The keyframe route was best.
