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  # Socks-LoRA for Segmenting Long Sock Regions in Fashion Images
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  ## Model Overview
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  **Socks-LoRA** is a lightweight LoRA adapter designed for the FLUX.1 Kontext generative model, enabling automatic segmentation of the "long socks" region on fashion images—even when long socks are absent from the original image. This LoRA is specifically intended for virtual try-on and inpainting workflows, where constructing a precise mask for new or modified clothing items is critical.
 
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  # Socks-LoRA for Segmenting Long Sock Regions in Fashion Images
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+ ![Example](./socks-02-results.png)
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  ## Model Overview
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  **Socks-LoRA** is a lightweight LoRA adapter designed for the FLUX.1 Kontext generative model, enabling automatic segmentation of the "long socks" region on fashion images—even when long socks are absent from the original image. This LoRA is specifically intended for virtual try-on and inpainting workflows, where constructing a precise mask for new or modified clothing items is critical.