Photographer-side
Composition recommendation: keep, refine, or reject the current framing, with composition boxes when refinement is needed.
📷 Capture-Time Photography Guidance with MLLMs
ShutterMuse Video Demo
ShutterMuse provides photographer-side composition recommendation and subject-side pose recommendation for interactive capture-time photography guidance.
Subject-side
Pose recommendation: generate scene-conditioned portrait poses with COCO-17 keypoints and visibility states.