커뮤니티
Outfit Transfer
Minh Tran

Outfit Transfer

Input Preparation: Start with two images: Source Image: Contains the desired outfit. Target Image: The person to wear the outfit. Clothing Segmentation: Use a model like SAM to isolate the outfit from the source and segment the body on the target image. Texture Extraction: Extract clothing details using feature extraction models (e.g., CLIP) and adapt textures to fit the target body shape and pose. Alignment and Morphing: Align the outfit to the target using pose estimation (e.g., OpenPose) and affine transformations. Blending and Refinement: Seamlessly integrate the outfit using inpainting tools and adjust colors, shadows, and lighting. Finalization: Use Stable Diffusion or fine-tuned models for realistic output and export the final image.

  • Commerce & Marketing
  • Virtual Try-On
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