README.md

---
language:
- en
tags:
- FaceSwap
- Headshot
- SmoothChange
- FaceChange
- SmoothSwap
- SwapFace
- FaceEditing

license: apache-2.0
---
# FaceSwap - AI-Powered Headshot Generator

**FaceSwap** is a flow designed to seamlessly swap faces between two images. This project is built on top of ComfyUI, a modular and flexible interface that enables easy integration and customization of AI workflows. FaceSwap utilizes models to detect key facial landmarks, map them to the target face, and generate a realistic face swap by considering aspects like lighting, expression, and pose. This flow is designed to provide an easy-to-use interface through ComfyUI, allowing users to swap faces effortlessly with minimal setup.

<div align="center">
  <img width="500" height="500" alt="foduucom/FaceSwap" src="https://huggingface.co/foduucom/Headshot_Generator-FaceSwap/resolve/main/display.png">
</div>

## Requirements

To run **FaceSwap**, you'll need to install **ComfyUI** and set up a few dependencies. Follow the steps below for installation and setup.

### Prerequisites
- **Python 3.9 or higher** (Ensure Python 3.9+ is installed on your machine)
- **NVIDIA GPU** (Recommended for faster processing, though CPU can also be used)

---

## Step-by-Step Installation

1. Clone the ComfyUI Repository
Start by cloning the main ComfyUI repository:

```bash
git clone https://github.com/comfyanonymous/ComfyUI.git
cd ComfyUI
```

2. Install Dependencies
Install all the required dependencies for ComfyUI:

```bash
pip install -r requirements.txt
```

3. Install **ComfyUI-Manager**
To manage custom nodes, you'll need to install ComfyUI-Manager. Run the following commands inside the **ComfyUI/custom_nodes** directory:

```bash
cd ComfyUI/custom_nodes
git clone https://github.com/ltdrdata/ComfyUI-Manager.git
```

After cloning the ComfyUI-Manager, **restart ComfyUI**.

4. Install **Reactor Node for ComfyUI** by clicking on Manager -> Custom Nodes Manage
<div align="center">
  <img width="600" height="500" alt="foduucom/FaceSwap" src="https://huggingface.co/foduucom/Headshot_Generator-FaceSwap/resolve/main/node.png">
</div>

or you can clone the repository in the directory **ComfyUI/custom_nodes**
```bash
git clone https://github.com/Gourieff/comfyui-reactor-node.git
```

5. Download Pre-trained Models
Download **inswapper_128.onnx** and place the downloaded model in the ComfyUI/models/insightface/ directory

Note: If directory don't exist, create them manually.

4. Start ComfyUI
Run ComfyUI by executing the following command:

```bash
python3 FaceSwap.py
```
This will start ComfyUI, and you can access the interface by navigating to http://127.0.0.1:8188 in your browser.

## Setting Up and Using the FaceSwap Workflow

1. Clone the Headshot_Generator-FaceSwap Repository
Clone this repository that contains the FaceSwap workflow and assets:

```bash
git clone https://huggingface.co/foduucom/Headshot_Generator-FaceSwap
cd Headshot_Generator-FaceSwap
```

2. How to use
Once ComfyUI is running, open the browser window (default: http://127.0.0.1:8188), and follow these steps:

- Click on the **Load button** in the menu bar and select the **workflow.json** file from this repo you just cloned.
- Upload the **Workflow.json** to start the face-swapping process.
- Provide Input Images
  - **Source Image:** The image containing the face you want to swap.
  - **Target Image:** The image where the face will be swapped into.
- Click **Queue Prompt** to initiate the face-swapping process. The AI model will process the images and generate the output.

or you can use by python script provided in this repository:
```bash 
python3 FaceSwap.py

#Remember change the input paths in script here :
#prompt["1"]["inputs"]["image"] = "//put your input image"
#prompt["2"]["inputs"]["image"] = "//put your source face image"

```

## Troubleshooting
- ComfyUI Not Running: Ensure that all dependencies are installed correctly and that you’re using Python 3.9 or higher. If issues persist, check the ComfyUI GitHub repository for troubleshooting guides.

- Missing Models: Ensure you’ve downloaded the required models (sam_vit_h_4b8939.pth and groundingdino_swint_ogc.pth) and placed them in the correct directories (ComfyUI/models/sams/ and ComfyUI/models/grounding-dino/).

## Slow Performance: 
Using a GPU is highly recommended for better performance. If you’re using a CPU, the processing time may be longer.

## Compute Infrastructure

## Hardware

NVIDIA GeForce RTX 3060 card

## Model Card Contact

For inquiries and contributions, please contact us at [email protected].

```bibtex
@ModelCard{
  author    = {Nehul Agrawal and
               Priyal Mehta},
  title     = {FaceSwap - AI-Powered Face Swap / Headshot Generator},
  year      = {2024}
}
```