You can control both character motion and camera angles in video generation by using a two-phase conditioning approach that prioritizes geometric consistency, without needing to train new models.
ActCam enables precise control over both actor motion and camera movement in AI-generated videos without requiring training. It works with existing video generation models by providing carefully sequenced guidance: first using pose and depth information to establish scene structure, then refining details with pose-only guidance.