MiniMax H3 turns 360 panorama images into consistent video environments

A workflow uses free HDRI 360 panorama images from sources like PolyHaven as input to MiniMax H3 to generate consistent animated environment backgrounds. The technique provides a practical path to environmental video backgrounds without 3D software or complex scene setup.