I’m looking for a workflow or tool that handles object extraction and background replacement with a focus on absolute realism. I’ve experimented with standard LLMs and basic AI removers (remove.bg, etc.), but the edges and lighting never feel "baked in."
Specifically, I need:
- High Fidelity Masking: Perfect hair/edge detail without the "cut out" halo.
- Realistic Compositing: The object needs to inherit the global illumination, shadows, and color bounce of the new background.
- Forensic Integrity: The final output needs to pass machine/metadata checks for legitimacy (consistent noise patterns and ELA).
Is there a pipeline (perhaps involving ControlNet or specific Inpainting models) that achieves this level of perfection?
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