Face Detection with MTCNN

• 🚀🌟 This repository can run on real time, video and image source.
• 🚀🌟 If you want to use your custom data, edit the paths in the settings.py file and and RUN!

Get this repo and install requirements

git clone https://github.com/suhedaras/face_detection_with_MTCNN.git

cd face_detection_with_MTCNN

Before, you create conda environment

conda create -n mtcnn python==3.8

conda activate mtcnn

pip install -r requirements.txt

Run this command for face detection, you can use source_path = 0 for webcam

python mtcnn.py

Run this command to generate dataset using detected face landmarks(4 different folders: left eye, right eye, face and mouth). Generated dataset is saved in the result folder

python create_dataset.py

The created data set can be used in driver fatigue detection.