Deep-Live-Cam: A New Era in Real-Time Face Swap and Deepfake
Deep-Live-Cam is an innovative software solution that brings real-time face swapping and deepfake video generation to users with just a single click, requiring only one image to get started. The project is designed to aid artists in the AI-generated media industry, facilitating tasks such as animating custom characters or modeling clothing.
Purpose and Ethics
Deep-Live-Cam’s primary function is to offer a creative tool that enhances artistic endeavors. Users are encouraged to use the software responsibly, adhering to legal and ethical standards. Importantly, the software includes built-in checks to avoid processing inappropriate content, such as nudity or sensitive material. The project is committed to ethical use, with possibilities to shut down or add watermarks if required by legal authorities.
Quick Start for Windows with Nvidia
For Windows users with Nvidia graphics, there's a robust pre-built version of Deep-Live-Cam available for download. This version simplifies the installation, as it comes with CUDA support, eliminating the need for manual setup.
Manual Installation Guide
Basic Installation (CPU)
This path suits those who dive into the setup manually and accept a slower performance due to CPU use. Requirements include:
- Python 3.10
- pip
- git
- ffmpeg
- Visual Studio 2022 Runtimes (for Windows)
After setting up the environment, users need to clone the project's repository, download necessary models, and install dependencies using pip. It's recommended to utilize a virtual environment to avoid potential issues.
GPU Acceleration
To enhance performance, GPU acceleration is supported across several platforms:
- CUDA (Nvidia)
- CoreML for Apple Silicon and Legacy
- DirectML for Windows
- OpenVINO for Intel
Each platform requires specific dependencies and setup instructions for optimal performance.
Usage Modes
Deep-Live-Cam offers various modes of operation:
- Image/Video Mode: Users can choose a source face image and a target image or video to execute the swap.
- Webcam Mode: By using a webcam, users can change faces dynamically, ideal for streaming with tools like OBS.
Features
Deep-Live-Cam incorporates several key features, including:
- Resizable Preview Window: Improve performance by resizing the preview window on the fly.
- Face Mapping: Track and modify faces in real-time with ease.
Command Line Interface
The software includes a comprehensive set of command-line arguments to tailor the operation. These include options for selecting sources, managing output, processing frames, adjusting video settings, and more.
Advanced Setup: WSL2 Ubuntu for Webcam
Advanced users on Windows 11 can set up Deep-Live-Cam on Ubuntu using WSL2 with USB webcam support. This involves kernel modifications and USB forwarding.
Future Plans and Community
Deep-Live-Cam continues to evolve, with plans to expand to web apps, speed improvements, and better user interfaces. Being an open-source project, contributions from the community are welcomed and valued for ongoing development and enhancement.
Acknowledgments
The project acknowledges the contributions of numerous libraries and developers, including ffmpeg, insightface, and others who have significantly enriched the software's capabilities.
Overall, Deep-Live-Cam stands at the forefront of bringing powerful AI-driven media tools into everyday use, enabling creativity while maintaining a strong commitment to ethical practices.