Hello everyone, in this era of rapid development of AI technology,Face replacement technologyIt's no longer a new thingWhether in the fields of virtual anchors, short video creation or film and television production, the demand for face recognition and replacement is growing. However, traditional face replacement models often require a large amount of data training, which is not only time-consuming and labor-intensive, but also has certain technical barriers.
Today, I want to introduce to you a simple and easy-to-useAI face-changingofOpen Source Projects—ReHiFace-S, which makes face-changing technology within reach.
ReHiFace-S: The magic of changing faces with one click
ReHiFace-S, the full name of which is "Real Time High-Fidelity Faceswap", is an open source project that can achieve high-fidelity, real-time face replacement. It is carefully built by the Silicon Intelligence team. With its simple and easy-to-use features, it greatly reduces the threshold of face-swapping technology, allowing everyone to become a master of face-swapping. Whether it is entertainment, film and television or VR/AR, ReHiFace-S can show its prowess.
Project Features
No data training required: Only one photo is needed, no tedious data training and complex configuration are required.
High fidelity: Neural networks are used to predict and reconstruct high-resolution details, making face-swapping effects more natural.
Multi-target face support: supports multiple target face replacement in live broadcasts and video calls.
Color Correction: Automatically adjust the color tone and lighting to ensure that the face-swapped picture is natural and harmonious.
One-click rapid deployment: Simplified installation and configuration process, easy to get started.
Gradio interactive interface: no need to write code, operate directly in the browser, what you see is what you get.
Support ONNX: It can be easily converted and deployed between different hardware platforms and deep learning frameworks.
Better face segmentation model: XsegNet has been fine-tuned with a large amount of data and can easily handle even when the face is occluded.
Quick installation and deployment
The installation and deployment steps of ReHiFace-S are very simple and clear!
1. Environment preparation: Make sure that Python 3.9 or higher and PyTorch >= 1.13 are installed on the system. It is recommended to use Anaconda or Miniconda to manage the Python environment.
conda create --name faceswap python=3.9
conda activate faceswap
2. Install dependencies: Install the Python libraries required for the project.
pip install -r requirements.txt
3. Download pre-trained models: Download all pre-trained models from the GitHub project page, unzip them and place them in the `./pretrain_models` directory of the project.
pretrain_models
├── 9O_865k.onnx
├── CurricularFace.tjm
├── gfpganv14_fp32_bs1_scale.onnx
├── pfpld_robust_sim_bs1_8003.onnx
├── scrfd_500m_bnkps_shape640x640.onnx
├── xseg_230611_16_17.onnx
4. Run ReHiFace-S: Open the terminal and enter the following command to start the face-changing operation.
CUDA_VISIBLE_DEVICES='0' python inference.py
5. Real-time camera face swapping: Run the following command to enable the real-time camera face swapping mode.
CUDA_VISIBLE_DEVICES='0' python inference_cam.py
6. Gradio interface: Use the following command to start the Gradio interface for a better experience:
python app.py
Project effect display
The face-changing effect of ReHiFace-S is impressive, and it can achieve high-quality face replacement whether it is static pictures or dynamic videos.
It supports multi-angle lighting stability to ensure that the face-swapped video remains natural and smooth under different lighting conditions.
Conclusion
As a face-changing tool that combines high fidelity, real-time performance, and ease of use, ReHiFace-S has undoubtedly brought revolutionary changes to video editing and special effects production. Whether you are a virtual anchor, a short video creator, or an AI technology enthusiast, ReHiFace-S can bring you a brand new experience. At the same time, we also remind everyone to abide by laws and regulations and respect the privacy of others when using technology.
For more detailed functions, those who are interested can check the project address:
https://huggingface.co/GuijiAI/ReHiFace-S