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--- |
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base_model: runwayml/stable-diffusion-v1-5 |
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tags: |
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- controlnet |
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- stable-diffusion |
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- image-to-image |
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- mask-to-cloth |
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language: |
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- en |
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library_name: diffusers |
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widget: |
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- src: https://huggingface.co/phucleh2/controlnet_mask2cloth/resolve/main/Examples/mask1.jpg |
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prompt: a red top with a lace - trimmed neckline |
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- src: https://huggingface.co/phucleh2/controlnet_mask2cloth/resolve/main/Examples/mask2.jpg |
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prompt: a long sleeved top - black |
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- src: https://huggingface.co/phucleh2/controlnet_mask2cloth/resolve/main/Examples/mask3.jpg |
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prompt: a blue blouse with a tie neck and a floral prints |
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- src: https://huggingface.co/phucleh2/controlnet_mask2cloth/resolve/main/Examples/mask4.jpg |
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prompt: a light pink blouse with rose patterns |
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- src: https://huggingface.co/phucleh2/controlnet_mask2cloth/resolve/main/Examples/mask5.jpg |
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prompt: t-shirt - black |
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--- |
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# Mask + Prompt → Cloth |
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- This model is still in development for better realistic-ness of the output. Stay tuned 🤗 |
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- This model is a fine-tuned version of ControlNet, tailored to utilize a black-and-white outline of an upper garment (mask) and a descriptive prompt to generate a garment that aligns with the mask's outline. |
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- It's important to note that this model exclusively operates with upper garments. Please refrain from inputting masks for pants or jeans, as this could yield unexpected outcomes. |
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- Input mask size: 384 x 512 |
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- Each time the model is executed, **even with the same mask and prompt**, it will generate a distinct output. |
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- This model is a fine-tuned of [ControlNet](https://arxiv.org/abs/2302.05543) using [VITON-HD](https://github.com/shadow2496/VITON-HD) dataset |
