🤖 3D Object Insertion into Images via DIRECT

The DIRECT framework has been introduced, allowing objects to be inserted into images with precise control over their 3D pose. The method utilizes a "visual triplet": appearance, 3D geometry via proxies, and scene context. Technical foundation: FLUX.1-Fill-dev, SigLIP2, and TRELLIS.

🌍 The transition to 3D-oriented compositing enables the creation of realistic visual effects in design.

👤 It is possible to specify the exact rotation and position of an object while maintaining natural lighting.

Source 1: https://gong1130.github.io/DIRECT/ Source 2: https://github.com/Gong1130/DIRECT