chakshu-dhannawat / Face-Liveness-Detection

Repository for detection liveness of faces, thus can detect spoofing attacks.

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Face-Liveness-Detection

Repository for detection liveness of faces, thus can detect spoofing attacks.


Steps to run the code:
To run the plain liveness score detector, clone the repository and run main_code_only_liveness_detection.py

We are not using face_recognition or dlib library of python for liveness score, but the original code in main_code.py uses these libraries to do facial recognition, and identify the person.
To download dlib library in python follow this link.
After dlib is installed, install face_recognition directly via pip.

This repository contains a model trained on a CNN backbone and the detects whether the picture provided as input is a spoofed images or a real person. It also supportsvideo input.

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Repository for detection liveness of faces, thus can detect spoofing attacks.

License:MIT License


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Language:Python 100.0%