Face Mask Detection - Object Detection

Complete Video Tutorial: https://youtu.be/xDCDquQ0sSk

Dataset Information

The dataset is collected from the internet and labelled manually with the help of labelImg module. It contains few images for training and testing. The objective of the project is to detect mask on the face with the help of object detection module.

Install Modules

pip3 install torch==1.9.0+cu102 torchvision==0.10.0+cu102 torchaudio===0.9.0 -f https://download.pytorch.org/whl/torch_stable.html pip3 install detecto pip3 install labelImg

Libraries

• PIL

• os

• matplotlib

• detecto

Model Architecture

• Faster RCNN Resnet-50