Project information
- Name: Face Mask and Social Distancing Detection
- Category: ML and CV
- Project date: July 30, 2021
- Project URL: Github
- Trained a MobileNetV2 + SSDMNV2 model with 12,238 images of people with and without a facemask.
- Devised a way to improve the performance of the face detection algorithm for large images.
- Achieved an accuracy of 99% for the Face mask detection algorithm.
- Detected social distancing using YOLOv3 pre-trained on COCO’s dataset containing 328K images.