视频实时换脸

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 applications 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 by local laws. If the face of a real person is being used, users are required 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.

New Features

Resizable Preview Window

Dynamically improve the performance by using the --resizable parameter

Face Mapping

Track faces and change it on the fly

source video

Tick this switch

Map the faces

And see the magic!

Want to skip the installation and just run it?

How do I install it?

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 (This usually runs via CPU)

1.Setup your platform

• python (3.10 recommended)

• pip

• git

• ffmpeg

• visual studio 2022 runtimes (windows)

2. Clone Repository

https://github.com/hacksider/Deep-Live-Cam.git

3. Download Models

1. GFPGANv1.4

2. inswapper_128_fp16.onnx (Note: Use this replacement version if an issue occurs on your computer)

Then put those 2 files on the "models" folder

4. Install dependency

We highly recommend to work with a venv to avoid issues.

pip install -r requirements.txt

For MAC OS, You have to install or upgrade python-tk package:

brew install python-tk@3.10

DONE!!! If you don't have any GPU, You should be able to run Deep-Live-Cam using python run.py command. Keep in mind that while running the program for first time, it will download some models which can take time depending on your network connection.

5. Proceed if you want to use GPU acceleration (optional)

pip uninstall onnxruntime onnxruntime-gpu
pip install onnxruntime-gpu==1.16.3

python run.py --execution-provider cuda

pip uninstall onnxruntime onnxruntime-silicon
pip install onnxruntime-silicon==1.13.1

python run.py --execution-provider coreml

pip uninstall onnxruntime onnxruntime-coreml
pip install onnxruntime-coreml==1.13.1

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python run.py --execution-provider coreml

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pip uninstall onnxruntime onnxruntime-directml
pip install onnxruntime-directml==1.15.1

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python run.py --execution-provider directml

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pip uninstall onnxruntime onnxruntime-openvino
pip install onnxruntime-openvino==1.15.0

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python run.py --execution-provider openvino

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:

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.

For the webcam mode

Just follow the clicks on the screenshot

1. Select a face

2. Click live

3. Wait for a few seconds (it takes a longer time, usually 10 to 30 seconds before the preview shows up)

Just use your favorite screencapture to stream like OBS

Note: In case you want to change your face, just select another picture, the preview mode will then restart (so just wait a bit).

Additional command line arguments are given below. To learn out what they do, check this guide.

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options:
  -h, --help                                               show this help message and exit
  -s SOURCE_PATH, --source SOURCE_PATH                     select a source image
  -t TARGET_PATH, --target TARGET_PATH                     select a target image or video
  -o OUTPUT_PATH, --output OUTPUT_PATH                     select output file or directory
  --frame-processor FRAME_PROCESSOR [FRAME_PROCESSOR ...]  frame processors (choices: face_swapper, face_enhancer, ...)
  --keep-fps                                               keep original fps
  --keep-audio                                             keep original audio
  --keep-frames                                            keep temporary frames
  --many-faces                                             process every face
  --map-faces                                              map source target faces
  --nsfw-filter                                            filter the NSFW image or video
  --video-encoder {libx264,libx265,libvpx-vp9}             adjust output video encoder
  --video-quality [0-51]                                   adjust output video quality
  --live-mirror                                            the live camera display as you see it in the front-facing camera frame
  --live-resizable                                         the live camera frame is resizable
  --max-memory MAX_MEMORY                                  maximum amount of RAM in GB
  --execution-provider {cpu} [{cpu} ...]                   available execution provider (choices: cpu, ...)
  --execution-threads EXECUTION_THREADS                    number of execution threads
  -v, --version                                            show program's version number and exit

Looking for a CLI mode? Using the -s/--source argument will make the run program in cli mode.

Webcam mode on Windows 11 using WSL2 Ubuntu (optional)

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usbipd list  
usbipd bind --busid x-x # Replace x-x with your webcam's bus ID  
usbipd attach --wsl --busid x-x # Replace x-x with your webcam's bus ID  

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git clone [https://github.com/hacksider/Deep-Live-Cam](./real_face_exchange/https://github.com/hacksider/Deep-Live-Cam)  

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zcat /proc/config.gz | grep -i "CONFIG_USB_VIDEO_CLASS"  

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ls /lib/modules/$(uname -r)/kernel/drivers/media/usb/uvc/  

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sudo modprobe uvcvideo  
dmesg | tail  

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sudo ls -al /dev/video*  

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sudo usermod -a -G video $USER  
sudo chgrp video /dev/video0 /dev/video1  
sudo chmod 660 /dev/video0 /dev/video1  

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sudo nano /etc/udev/rules.d/81-webcam.rules  

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KERNEL=="video[0-9]*", GROUP="video", MODE="0660"  

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sudo udevadm control --reload-rules && sudo udevadm trigger  

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[ONNXRuntimeError] : 1 : FAIL : Failed to load library [libonnxruntime_providers_cuda.so](./real_face_exchange/http://libonnxruntime_providers_cuda.so/) with error: libcufft.so.10: cannot open shared object file: No such file or directory  

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/usr/local/cuda/bin/nvcc --version  

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sudo apt-get -y install cuda-toolkit-11-8  

Want the Next Update Now?

If you want the latest and greatest build, or want to see some new great features, go to our experimental branch and experience what the contributors have given.

TODO

✔️ Support multiple faces feature

• Develop a version for web app/service

• UI/UX enhancements for desktop app

• Speed up model loading

• Speed up real-time face swapping

Note: This is an open-source project, and we’re working on it in our free time. Therefore, features, replies, bug fixes, etc., might be delayed. We hope you understand. Thanks.

Credits

• ffmpeg: for making video related operations easy

• deepinsight: for their insightface project which provided a well-made library and models. Please be reminded that the use of the model is for non-commercial research purposes only.

• havok2-htwo : for sharing the code for webcam

• GosuDRM : for uncensoring roop

• pereiraroland26 : Multiple faces support

• vic4key : For supporting/contributing on this project

• and all developers behind libraries used in this project.

• Foot Note: This is originally roop-cam, see the full history of the code here. Please be informed that the base author of the code is s0md3v