/roop

one-click deepfake (face swap)

Primary LanguagePythonGNU Affero General Public License v3.0AGPL-3.0

Take a video and replace the face in it with a face of your choice. You only need one image of the desired face. No dataset, no training.

You can watch some demos here. A StableDiffusion extension is also available, here.

demo-gif

Disclaimer

This software is meant to be a productive contribution to the rapidly growing AI-generated media industry. It will help artists with tasks such as animating a custom character or using the character as a model for clothing etc.

The developers of this software are aware of its possible unethical applicaitons and are committed to take preventative measures against them. It has a built-in check which prevents the program from working on inappropriate media including but not limited to nudity, graphic content, sensitive material such as war footage etc. We will continue to develop this project in the positive direction while adhering to law and ethics. This project may be shut down or include watermarks on the output if requested by law.

Users of this software are expected to use this software responsibly while abiding the local law. If face of a real person is being used, users are suggested to get consent from the concerned person and clearly mention that it is a deepfake when posting content online. Developers of this software will not be responsible for actions of end-users.

How do I install it?

Issues according installation will be closed without ceremony from now on, we cannot handle the amount of requests.

There are two types of installations: basic and gpu-powered.

  • Basic: It is more likely to work on your computer but it will also be very slow. You can follow instructions for the basic install here.

  • GPU: If you have a good GPU and are ready for solving any software issues you may face, you can enable GPU which is wayyy faster. To do this, first follow the basic install instructions given above and then follow GPU-specific instructions here.

How do I use it?

Note: When you run this program for the first time, it will download some models ~300MB in size.

Executing python run.py command will launch this window: gui-demo

Choose a face (image with desired face) and the target image/video (image/video in which you want to replace the face) and click on Start. Open file explorer and navigate to the directory you select your output to be in. You will find a directory named <video_title> where you can see the frames being swapped in realtime. Once the processing is done, it will create the output file. That's it.

Don't touch the FPS checkbox unless you know what you are doing.

Additional command line arguments are given below:

options:
  -h, --help            show this help message and exit
  -f SOURCE_IMG, --face SOURCE_IMG
                        use this face
  -t TARGET_PATH, --target TARGET_PATH
                        replace this face
  -o OUTPUT_FILE, --output OUTPUT_FILE
                        save output to this file
  --keep-fps            maintain original fps
  --keep-frames         keep frames directory
  --all-faces           swap all faces in frame
  --max-memory MAX_MEMORY
                        maximum amount of RAM in GB to be used
  --cpu-cores CPU_CORES
                        number of CPU cores to use
  --gpu-threads GPU_THREADS
                        number of threads to be use for the GPU
  --gpu-vendor {apple,amd,intel,nvidia}
                        choice your GPU vendor

Looking for a CLI mode? Using the -f/--face argument will make the program in cli mode.

Credits

  • henryruhs: for being an irreplaceable contributor to the project
  • ffmpeg: for making video related operations easy
  • deepinsight: for their insightface project which provided a well-made library and models.
  • and all developers behind libraries used in this project.