Face Mask Detector

Face mask detection with Tensorflow

My "hello tensorflow" project, Inspired by this post and this repo

Click for Live Demo 📹

Static detection example:

Tech stack

• Tensorflow (training and detection)
• OpenCV (face detection and image processing)
• Colab (Interactive runtime for jupyter notebooks)

Dataset

link to download

Taken from chandrikadeb7 repo

Model

Open as jupyter notebook

A convolution network consist of these layers:

• Two pairs of Conv and MaxPool layers to extract features from the dataset.
• Flatten and Dropout layer to convert the data in 1D and ensure overfitting.
• Two Dense layers for classification.

Live webcam detection

 $ python live-mask-detector.py

Requirements:

• tensorflow (or tensorflow-cpu)
• opencv-python