Anti-spoofing for face recognition

This project was made to recognize if the given image is from live or a spoofed one. The dataset is available on Kaggle.

This project was also made to learn the entire fabric of Deep Learning life cycle.

Infrastructure

🚧 Currently working in the v1.0.0... 🚧

• Web app on React

Usage

Set up the environment

DISCLAIMER: If you are not using an M1 macOS, you need to update the files below.

• enviroment.yml
• requirements.txt

After updated this files, use the following command to create the conda environment:

conda env create -f environment.yml

Set up the development environment

DISCLAIMER: If you are not using an M1 macOS, you need to update the files below.

• enviroment-dev.yml
• requirements-dev.txt

After updated this files, use the following command to create the conda environment:

conda env create -f environment-dev.yml