ImagineArt 2.0
Leading the ImagineArt 2.0 Model Programme
The research scope behind true-to-life realism, prompt understanding, precise text and cinematic control.
Model case study
Model case studies · Muhammad Ahmed Ghani
First-person accounts of leading and building the ImagineArt in-house model line—from MoE diffusion and native 4K generation to text-to-image and image-grounded editing.
The research scope behind true-to-life realism, prompt understanding, precise text and cinematic control.
Model case study
A unified image-grounded model for composition, identity preservation, product placement and style transfer.
Model case study
A realism-focused model and production pipeline built for professional 4K output.
Model case study