| ## Swap Cloth | |
| This project demonstrates a Cloth Swap feature using ComfyUI, enabling users to change clothing on images seamlessly. This guide provides step-by-step instructions to set up, use, and contribute to the project. | |
| <div align="center"> | |
| <img width="600" height="500" alt="foduucom/ClothSwap" src="https://huggingface.co/foduucom/ClothSwap/resolve/main/final.png"> | |
| </div> | |
| ## Features | |
| - Swap clothing on images with precision. | |
| - Powered by ComfyUI's flexible architecture. | |
| - Upload JSON workflows for customization. | |
| - Simple, efficient, and open-source. | |
| - Setup Instructions | |
| ## 1. Clone the Cloth Swap Repository | |
| Clone the repository containing the Cloth Swap JSON workflows and assets: | |
| ```bash | |
| Copy code | |
| git clone <your-repo-url> | |
| cd <your-repo-folder> | |
| ``` | |
| ## 2. Clone ComfyUI Repository | |
| Install ComfyUI by cloning its main repository: | |
| ```bash | |
| Copy code | |
| git clone https://github.com/comfyanonymous/ComfyUI.git | |
| cd ComfyUI | |
| ``` | |
| Install dependencies: | |
| ```bash | |
| Copy code | |
| pip install -r requirements.txt | |
| ``` | |
| Install ComfyUI Manager: | |
| goto ComfyUI/custom_nodes dir in terminal(cmd) and clone this repo: | |
| ```bash | |
| Copy code | |
| git clone https://github.com/ltdrdata/ComfyUI-Manager.git | |
| ``` | |
| Restart ComfyUI | |
| To Start ComfyUI: | |
| ```bash | |
| Copy code | |
| python3 main.py | |
| ``` | |
| Note: ComfyUI requires Python 3.9 or above. Ensure all required dependencies are installed. | |
| Now Go to Manager ->-> Custom Nodes Manager and install this two nodes "ComfyUI Layer Style" and "ComfyUI_CatVTON_Wrapper", restart and reload the page. | |
| <div align="center"> | |
| <img width="600" height="500" alt="foduucom/ClothSwap" src="https://huggingface.co/foduucom/ClothSwap/resolve/main/custom_nodes.png"> | |
| </div> | |
| Make sure you have "sam_vit_h_4b8939.pth" model inside ComfyUI/models/sams directory and "groundingdino_swint_ogc.pth" model in ComfyUI/models/grounding-dino directory if not download it. | |
| (If directory name not there in ComfyUI/models/ create new) | |
| - For Reference you can download model by below link: | |
| https://huggingface.co/ShilongLiu/GroundingDINO/resolve/main/groundingdino_swint_ogc.pth | |
| https://huggingface.co/spaces/abhishek/StableSAM/resolve/main/sam_vit_h_4b8939.pth | |
| ## 3. How to use | |
| - Start ComfyUI (by running python3 main.py) | |
| - Open ComfyUI in your browser (default: http://127.0.0.1:8188) | |
| - Click on Load button in menu bar and select the workflow.json file provided in this repository | |
| - Now click on Queue Prompt for generate output | |
| or you can use by python script provided in this repository: | |
| ```bash | |
| python3 main.py | |
| #Remember change the input paths in script here : | |
| #prompt["2"]["inputs"]["image"] = "\\ put your input person pose image" | |
| #prompt["3"]["inputs"]["image"] = "\\ put your input cloth image" | |
| ``` | |
| ## 4. Using Cloth Swap | |
| -Prepare your input images (ensure proper resolution for better results). | |
| -Select the uploaded workflow in ComfyUI. | |
| -Provide necessary inputs as per the workflow: | |
| -Source Image: The base image where the clothing is to be swapped. | |
| -Cloth Image: The image of the clothing to be applied. | |
| -Start the process to generate swapped outputs. | |
| -Save the generated images for further use. | |
| ## 5. Compute Infrastructure | |
| ## Hardware | |
| NVIDIA GeForce RTX 3080 card | |
| ## Model Card Contact | |
| For inquiries and contributions, please contact us at info@foduu.com. | |
| ```bibtex | |
| @ModelCard{ | |
| author = {Nehul Agrawal and | |
| Priyal Mehta}, | |
| title = {Cloth Swap}, | |
| year = {2024} | |
| } | |
| ``` | |