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vaampz/roop

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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.

That's it, that's the software.

demo-gif

Installation

Do not create any issues regarding installation problems. I am only responsible for issues in this program, use google for help.

  1. install python, pip and git
  2. install ffmpeg
  3. run the following commands in terminal:
git clone https://github.com/s0md3v/roop
cd roop
pip3 install -r requirements.txt
  1. Download this file and keep it in roop directory

Do you have a decent GPU?

If you have a good enough GPU, you can use it to speed-up the face-swapping process by running run.py with --gpu flag. If you plan on doing it, you will need to install the appropriate onnxruntime-* package as follows:

NVIDIA

pip3 install onnxruntime-gpu

AMD

Install ROCM-based torch packages from here and then,

git clone https://github.com/microsoft/onnxruntime
cd onnxruntime
./build.sh --config Release --build_wheel --update --build --parallel --cmake_extra_defines CMAKE_PREFIX_PATH=/opt/rocm/lib/cmake ONNXRUNTIME_VERSION=$ONNXRUNTIME_VERSION onnxruntime_BUILD_UNIT_TESTS=off --use_rocm --rocm_home=/opt/rocm
pip install build/Linux/Release/dist/*.whl

Usage

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. It will create a directory named <video_title> where you can see the frames being swapped in realtime. Once the processing is done, it will create a video file named <video_title>.mp4. That's it.

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

Additional command line arguments are given below:

-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
--keep-fps keep original fps
--gpu use gpu
--keep-frames don't delete frames directory

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

Future plans

  • Replace a selective face throughout the video
  • Support for replacing multiple faces

Credits

  • 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.

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one-click deepfake (face swap)

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