mask-detection-fasterrcnn

Convolutional neural network FasterRCNN tuned to detect presence and correct wearing of a medical mask.

The way to reproduce the learning process is presented in the mask_detection.ipynb.

Ready Faster-RCNN model is in repository (model-4.pth).

Link to Google Disk with images and annotations: https://drive.google.com/drive/folders/1LyLhvqa-td6YSE70V3mww5hNE686PfZv?usp=sharing