E-commerce Garment Image Pipeline Development

What we're building A pipeline that takes one garment design and one model photo, composites them once into a clean "model wearing garment" master shot, then generates the 7 standard e-commerce angles above from that same composite not from scratch each time so the model's identity and the garment stay consistent across the whole set, ready to assemble into a lookbook spread. Problem it solves Fashion e-commerce needs the same product shown from 6-7 angles per listing, which normally means a full reshoot per garment. Regenerating each angle independently with AI creates a worse problem a different-looking "model" in every shot. This workflow fixes that by locking the angle-generation step to edit one fixed reference image rather than re-imagining the scene each time.