Commercial Grade Product Dressing Workflow
The following specialized solutions are recommended for object replacement needs in e-commerce scenarios:
- Mask Finishing: Use the Pen tool to draw an accurate mask with 1px feathering, paying special attention to the preservation of the reflection/projection area.
- Illumination Compensation: Analyze the direction of light in the original image and add a description of the location in the cue words like "soft light from top-left".
- Material Matching
- <strong]Multi-model synergyThe first step is to use RealESRGAN to enhance the sharpness, the Product-photography-specific model is primed, and the last step is to use LanPaint to blend it in.
: Measure the RGB value of the original object and specify the Pantone color number in the new prompt (e.g., "Pantone 19-4052 TCX").
Ad Level Procedure: 1) Take a standardized product image on a white background 2) Create a 3D wraparound mask 3) Set LanPaint_cfg_Big=1.2 to enhance detail 4) Work with ControlNet's Depth model to maintain perspective 5) Unify the color palette with After Effects before output. It is recommended to create a product feature library (e.g. logo vector) to ensure consistency of branding elements with the aid of img2img.
This answer comes from the articleLanPaint: A ComfyUI Image Restoration Workflow for Any ModelThe
