Real Time Portrait Video Matting

Portrait Matting (Videos, Images, and Webcam) based on MODNet Algorithm

Requirements

• Ubuntu System
• Python 3+
• Webcam

Usage

• Create Virtual Environment

conda create -n matting python==3.11.9
conda activate matting

• Clone Repository

git clone https://github.com/Zeeshann1/Real-Time-Portrait-Video-Matting.git
cd Real-Time-Portrait-Video-Matting.git

• Install Requirements

  Install the required python dependencies (please make sure your CUDA version is supported by the PyTorch version installed):

pip install -r demo/video_matting/custom/requirements.txt
pip install -r demo/video_matting/webcam/requirements.txt

Execute the main code

• Webcam Matting

  Real-time portrait video matting demo based on WebCam. It will call your local WebCam and display the matting results in real time. The demo can run under CPU or GPU.

python -m demo.video_matting.webcam.run

• Local Video Matting

  Real-time portrait video matting demo that allows you to process custom videos.

python -m demo.video_matting.custom.run --video YOUR_VIDEO_PATH

• Image Matting

  Please try MODNet portrait image matting demo through online Colab demo. Image Demo