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Live_Portrait_Monitor

Activate portraits through the monitor!

CommonProductImagedeep learningimage processing

Live_Portrait_Monitor is an open-source project aiming to achieve portrait animation through a monitor or webcam. It is based on the LivePortrait research paper, using deep learning technology for highly efficient portrait animation through splicing and redirection control. The author is actively updating and improving this project for research purposes only.

Live_Portrait_Monitor

\Clone the code and prepare the environment. Use conda to create a Python environment and install the dependencies.\
\Download pretraind weights and InsightFace facial detection model.\
\Run the script for reasoning
generate an animated video.\
\Support customizing input images and driving videos through command line arguments.\
\ Provide a script to evaluate the reasoning speed of each module.\
\Thank FOMM
Open Facevid2vid
SPADE
InsightFace

\The project targets researchers and developers
particularly those interested in deep learning
computer vision
and image processing. It helps them research and develop portrait animation
providing a new interactive and expressive way.\

\Researchers use Live_Portrait_Monitor for real-time capture and animation of facial expressions.\
\Developers integrate this project into their own applications to provide a user-customizable portrait animation function.\
\Educational institutions adopt this technology as a teaching case
teaching students how to use deep learning for image animation.\

\Clone the Live_Portrait_Monitor project to the local.\
\Use conda to create a Python 3.9.18 environment and activate it.\
\Install the project dependencies through pip.\
\Download and unzip the pre-trained weights and InsightFace facial detection model to the designated directory.\
\Run the inference_monitor.py or inference_org.py script for reasoning

Live_Portrait_Monitor Visit Over Time

Monthly Visits

499904316

Bounce Rate

37.31%

Page per Visit

5.8

Visit Duration

00:06:52

Live_Portrait_Monitor Visit Trend

Live_Portrait_Monitor Visit Geography

Live_Portrait_Monitor Traffic Sources

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