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![demo-gif](demo.gif) | ||
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## 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. | ||
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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. | ||
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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. | ||
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## How do I install it? | ||
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### 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](https://www.youtube.com/watch?v=OlNWCpFdVMA) | ||
- [visual studio 2022 runtimes (windows)](https://visualstudio.microsoft.com/visual-cpp-build-tools/) | ||
#### 2. Clone Repository | ||
https://github.com/hacksider/Deep-Live-Cam.git | ||
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#### 3. Download Models | ||
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1. [GFPGANv1.4](https://huggingface.co/hacksider/deep-live-cam/resolve/main/GFPGANv1.4.pth) | ||
2. [inswapper_128_fp16.onnx](https://huggingface.co/hacksider/deep-live-cam/resolve/main/inswapper_128_fp16.onnx) | ||
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Then put those 2 files on the "**models**" folder | ||
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#### 4. Install dependency | ||
We highly recommend to work with a `venv` to avoid issues. | ||
``` | ||
pip install -r requirements.txt | ||
``` | ||
##### DONE!!! If you dont have any GPU, You should be able to run roop 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. | ||
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### *Proceed if you want to use GPU Acceleration | ||
### CUDA Execution Provider (Nvidia)* | ||
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1. Install [CUDA Toolkit 11.8](https://developer.nvidia.com/cuda-11-8-0-download-archive) | ||
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2. Install dependencies: | ||
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``` | ||
pip uninstall onnxruntime onnxruntime-gpu | ||
pip install onnxruntime-gpu==1.16.3 | ||
``` | ||
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3. Usage in case the provider is available: | ||
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``` | ||
python run.py --execution-provider cuda | ||
``` | ||
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### [](https://github.com/s0md3v/roop/wiki/2.-Acceleration#coreml-execution-provider-apple-silicon)CoreML Execution Provider (Apple Silicon) | ||
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1. Install dependencies: | ||
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``` | ||
pip uninstall onnxruntime onnxruntime-silicon | ||
pip install onnxruntime-silicon==1.13.1 | ||
``` | ||
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2. Usage in case the provider is available: | ||
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``` | ||
python run.py --execution-provider coreml | ||
``` | ||
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### [](https://github.com/s0md3v/roop/wiki/2.-Acceleration#coreml-execution-provider-apple-legacy)CoreML Execution Provider (Apple Legacy) | ||
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1. Install dependencies: | ||
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``` | ||
pip uninstall onnxruntime onnxruntime-coreml | ||
pip install onnxruntime-coreml==1.13.1 | ||
``` | ||
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2. Usage in case the provider is available: | ||
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``` | ||
python run.py --execution-provider coreml | ||
``` | ||
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### [](https://github.com/s0md3v/roop/wiki/2.-Acceleration#directml-execution-provider-windows)DirectML Execution Provider (Windows) | ||
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1. Install dependencies: | ||
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``` | ||
pip uninstall onnxruntime onnxruntime-directml | ||
pip install onnxruntime-directml==1.15.1 | ||
``` | ||
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2. Usage in case the provider is available: | ||
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``` | ||
python run.py --execution-provider directml | ||
``` | ||
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### [](https://github.com/s0md3v/roop/wiki/2.-Acceleration#openvino-execution-provider-intel)OpenVINO™ Execution Provider (Intel) | ||
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1. Install dependencies: | ||
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``` | ||
pip uninstall onnxruntime onnxruntime-openvino | ||
pip install onnxruntime-openvino==1.15.0 | ||
``` | ||
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2. Usage in case the provider is available: | ||
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``` | ||
python run.py --execution-provider openvino | ||
``` | ||
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## 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](instruction.png) | ||
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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. | ||
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## 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) | ||
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![demo-gif](demo.gif) | ||
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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). | ||
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Additional command line arguments are given below. To learn out what they do, check [this guide](https://github.com/s0md3v/roop/wiki/Advanced-Options). | ||
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``` | ||
options: | ||
-h, --help show this help message and exit | ||
-s SOURCE_PATH, --source SOURCE_PATH select an source image | ||
-t TARGET_PATH, --target TARGET_PATH select an 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 | ||
--video-encoder {libx264,libx265,libvpx-vp9} adjust output video encoder | ||
--video-quality [0-51] adjust output video quality | ||
--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 | ||
``` | ||
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Looking for a CLI mode? Using the -s/--source argument will make the run program in cli mode. | ||
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## 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](https://github.com/hacksider/Deep-Live-Cam/tree/experimental) and experience what the contributors have given. | ||
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## Credits | ||
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- [ffmpeg](https://ffmpeg.org/): for making video related operations easy | ||
- [deepinsight](https://github.com/deepinsight): for their [insightface](https://github.com/deepinsight/insightface) project which provided a well-made library and models. | ||
- [havok2-htwo](https://github.com/havok2-htwo) : for sharing the code for webcam | ||
- [GosuDRM](https://github.com/GosuDRM/nsfw-roop) : for uncensoring roop | ||
- and [all developers](https://github.com/hacksider/Deep-Live-Cam/graphs/contributors) behind libraries used in this project. | ||
- Foot Note: [This is originally roop-cam, see the full history of the code here.](https://github.com/hacksider/roop-cam) Please be informed that the base author of the code is [s0md3v](https://github.com/s0md3v/roop) |
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[mypy] | ||
check_untyped_defs = True | ||
disallow_any_generics = True | ||
disallow_untyped_calls = True | ||
disallow_untyped_defs = True | ||
ignore_missing_imports = True | ||
strict_optional = False |
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--extra-index-url https://download.pytorch.org/whl/cu118 | ||
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numpy==1.23.5 | ||
opencv-python==4.8.1.78 | ||
onnx==1.16.0 | ||
insightface==0.7.3 | ||
psutil==5.9.8 | ||
tk==0.1.0 | ||
customtkinter==5.2.2 | ||
pillow==9.5.0 | ||
torch==2.0.1+cu118; sys_platform != 'darwin' | ||
torch==2.0.1; sys_platform == 'darwin' | ||
torchvision==0.15.2+cu118; sys_platform != 'darwin' | ||
torchvision==0.15.2; sys_platform == 'darwin' | ||
onnxruntime==1.18.0; sys_platform == 'darwin' and platform_machine != 'arm64' | ||
onnxruntime-silicon==1.16.3; sys_platform == 'darwin' and platform_machine == 'arm64' | ||
onnxruntime-gpu==1.18.0; sys_platform != 'darwin' | ||
tensorflow==2.13.0rc1; sys_platform == 'darwin' | ||
tensorflow==2.12.1; sys_platform != 'darwin' | ||
opennsfw2==0.10.2 | ||
protobuf==4.23.2 | ||
tqdm==4.66.4 | ||
gfpgan==1.3.8 |
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python run.py --execution-provider cuda --execution-threads 60 --max-memory 60 |
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python run.py --execution-provider dml |
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#!/usr/bin/env python3 | ||
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from modules import core | ||
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if __name__ == '__main__': | ||
core.run() |
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@echo off | ||
:: Installing Microsoft Visual C++ Runtime - all versions 1.0.1 if it's not already installed | ||
choco install vcredist-all | ||
:: Installing CUDA if it's not already installed | ||
choco install cuda | ||
:: Inatalling ffmpeg if it's not already installed | ||
choco install ffmpeg | ||
:: Installing Python if it's not already installed | ||
choco install python -y | ||
:: Assuming successful installation, we ensure pip is upgraded | ||
python -m ensurepip --upgrade | ||
:: Use pip to install the packages listed in 'requirements.txt' | ||
pip install -r requirements.txt |
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@echo off | ||
setlocal EnableDelayedExpansion | ||
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:: 1. Setup your platform | ||
echo Setting up your platform... | ||
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:: Python | ||
where python >nul 2>&1 | ||
if %ERRORLEVEL% neq 0 ( | ||
echo Python is not installed. Please install Python 3.10 or later. | ||
pause | ||
exit /b | ||
) | ||
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:: Pip | ||
where pip >nul 2>&1 | ||
if %ERRORLEVEL% neq 0 ( | ||
echo Pip is not installed. Please install Pip. | ||
pause | ||
exit /b | ||
) | ||
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:: Git | ||
where git >nul 2>&1 | ||
if %ERRORLEVEL% neq 0 ( | ||
echo Git is not installed. Installing Git... | ||
winget install --id Git.Git -e --source winget | ||
) | ||
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:: FFMPEG | ||
where ffmpeg >nul 2>&1 | ||
if %ERRORLEVEL% neq 0 ( | ||
echo FFMPEG is not installed. Installing FFMPEG... | ||
winget install --id Gyan.FFmpeg -e --source winget | ||
) | ||
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:: Visual Studio 2022 Runtimes | ||
echo Installing Visual Studio 2022 Runtimes... | ||
winget install --id Microsoft.VC++2015-2022Redist-x64 -e --source winget | ||
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:: 2. Clone Repository | ||
if exist Deep-Live-Cam ( | ||
echo Deep-Live-Cam directory already exists. | ||
set /p overwrite="Do you want to overwrite? (Y/N): " | ||
if /i "%overwrite%"=="Y" ( | ||
rmdir /s /q Deep-Live-Cam | ||
git clone https://github.com/hacksider/Deep-Live-Cam.git | ||
) else ( | ||
echo Skipping clone, using existing directory. | ||
) | ||
) else ( | ||
git clone https://github.com/hacksider/Deep-Live-Cam.git | ||
) | ||
cd Deep-Live-Cam | ||
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:: 3. Download Models | ||
echo Downloading models... | ||
mkdir models | ||
curl -L -o models/GFPGANv1.4.pth https://path.to.model/GFPGANv1.4.pth | ||
curl -L -o models/inswapper_128_fp16.onnx https://path.to.model/inswapper_128_fp16.onnx | ||
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:: 4. Install dependencies | ||
echo Creating a virtual environment... | ||
python -m venv venv | ||
call venv\Scripts\activate | ||
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echo Installing required Python packages... | ||
pip install --upgrade pip | ||
pip install -r requirements.txt | ||
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echo Setup complete. You can now run the application. | ||
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:: GPU Acceleration Options | ||
echo. | ||
echo Choose the GPU Acceleration Option if applicable: | ||
echo 1. CUDA (Nvidia) | ||
echo 2. CoreML (Apple Silicon) | ||
echo 3. CoreML (Apple Legacy) | ||
echo 4. DirectML (Windows) | ||
echo 5. OpenVINO (Intel) | ||
echo 6. None | ||
set /p choice="Enter your choice (1-6): " | ||
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if "%choice%"=="1" ( | ||
echo Installing CUDA dependencies... | ||
pip uninstall -y onnxruntime onnxruntime-gpu | ||
pip install onnxruntime-gpu==1.16.3 | ||
set exec_provider="cuda" | ||
) else if "%choice%"=="2" ( | ||
echo Installing CoreML (Apple Silicon) dependencies... | ||
pip uninstall -y onnxruntime onnxruntime-silicon | ||
pip install onnxruntime-silicon==1.13.1 | ||
set exec_provider="coreml" | ||
) else if "%choice%"=="3" ( | ||
echo Installing CoreML (Apple Legacy) dependencies... | ||
pip uninstall -y onnxruntime onnxruntime-coreml | ||
pip install onnxruntime-coreml==1.13.1 | ||
set exec_provider="coreml" | ||
) else if "%choice%"=="4" ( | ||
echo Installing DirectML dependencies... | ||
pip uninstall -y onnxruntime onnxruntime-directml | ||
pip install onnxruntime-directml==1.15.1 | ||
set exec_provider="directml" | ||
) else if "%choice%"=="5" ( | ||
echo Installing OpenVINO dependencies... | ||
pip uninstall -y onnxruntime onnxruntime-openvino | ||
pip install onnxruntime-openvino==1.15.0 | ||
set exec_provider="openvino" | ||
) else ( | ||
echo Skipping GPU acceleration setup. | ||
) | ||
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:: Run the application | ||
if defined exec_provider ( | ||
echo Running the application with %exec_provider% execution provider... | ||
python run.py --execution-provider %exec_provider% | ||
) else ( | ||
echo Running the application... | ||
python run.py | ||
) | ||
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pause |