Dream Omni 2 | Edit

DreamOmni2/Edit is a multimodal image editor that allows you to modify visuals with precise, instruction-guided control using both text and reference images. It handles complex edits—from character and hairstyle swaps to lighting, pose, style, material, and texture transfers—within a unified generation+editing framework. Feature mixing and index/position encodings help the model distinguish multiple inputs and avoid pixel confusion, enabling nuanced, high-quality results. Clear, specific prompts and high-quality references are crucial; iterate by refining instructions or swapping references to reach the desired look. While outputs rival commercial tools, running locally can be resource-intensive and complex scenes may require extra prompt engineering.