---
base_model: runwayml/stable-diffusion-v1-5
tags:
- controlnet
- stable-diffusion
- image-to-image
- mask-to-cloth
language:
- en
library_name: diffusers
widget:
- src: https://huggingface.co/phucleh2/controlnet_mask2cloth/resolve/main/Examples/mask1.jpg
  prompt: a red top with a lace - trimmed neckline
- src: https://huggingface.co/phucleh2/controlnet_mask2cloth/resolve/main/Examples/mask2.jpg
  prompt: a long sleeved top - black
- src: https://huggingface.co/phucleh2/controlnet_mask2cloth/resolve/main/Examples/mask3.jpg
  prompt: a blue blouse with a tie neck and a floral prints
- src: https://huggingface.co/phucleh2/controlnet_mask2cloth/resolve/main/Examples/mask4.jpg
  prompt: a light pink blouse with rose patterns
- src: https://huggingface.co/phucleh2/controlnet_mask2cloth/resolve/main/Examples/mask5.jpg
  prompt: t-shirt - black
---

# Mask + Prompt → Cloth
- This model is still in development for better realistic-ness of the output. Stay tuned 🤗
- 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.
- 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.
- Input mask size: 384 x 512
- Each time the model is executed, **even with the same mask and prompt**, it will generate a distinct output.
- This model is a fine-tuned of [ControlNet](https://arxiv.org/abs/2302.05543) using [VITON-HD](https://github.com/shadow2496/VITON-HD) dataset