The Edit & Modify Canvas feature uses diffusion model-based inpainting technology for pixel-accurate editing:
Technical realization level::
1. Establish the modification boundary through the user-drawn mask area within 5 pixels.
2. Combined with the CLIP text encoder to understand'replace red brick with vertical wood cladding'(Replacing red brick with vertical wood veneer) and other specialized directives
3. Use GAN network to ensure the lighting and perspective consistency between the added content and the original image
Typical Application Scenarios::
- Material Replacement: Select the building elevation area and enter'corrugated metal panels in matte black'(Matte black corrugated metal sheet)
- Furniture adjustments: Circle the living room area and designate'replace sofa with L-shaped sectional in beige leather'(Replaced with beige leather L-shaped combination sofa)
- Environmental optimization: Paints the background area, adds'dense maple trees with autumn colors'(Lush maple fall colors)
Compared to traditional tools such as Photoshop, this feature not only removes objects, but also intelligently generates new content that conforms to the physical laws of the scene and supports non-destructive editing - the original image is always preserved with each modification that generates a new layer.
This answer comes from the articlemnml.ai: AI rendering tools for architecture and interior designThe
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