Face recognition system using MTCNN, FACENET, SVM and FAST API to track participants of Big Brother Brasil in real time

Face recognition system using MTCNN, FACENET, SVM and FAST API to track participants of Big Brother Brasil in real time.

Instalation

Install dependencies using requirements.txt

pip install -r requirements.txt

Usage

To use the project successfully, you need to follow the steps below.

1. Dataset

It is needed to build a dataset through the dataset_generator.py script.

This script builds a dataset with train and validation directories according by user labeling, using real time cam frames from reality show.

On execute will be created a directory on src folder with the following structure: