https://github.com/nikhil97353/face-mask-detection
This project implements real-time face mask detection using YOLOv8 and deep learning to classify mask usage (with mask, without mask, incorrectly worn) from images or video streams, with performance evaluated via MAPE.
https://github.com/nikhil97353/face-mask-detection
deeplearning facemask-detection imageprocessing machine-learning realtime resnet50 tensorflow ultralytics video-processing yolov8
Last synced: 6 months ago
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This project implements real-time face mask detection using YOLOv8 and deep learning to classify mask usage (with mask, without mask, incorrectly worn) from images or video streams, with performance evaluated via MAPE.
- Host: GitHub
- URL: https://github.com/nikhil97353/face-mask-detection
- Owner: nikhil97353
- Created: 2024-09-15T00:44:52.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-10-06T18:19:09.000Z (over 1 year ago)
- Last Synced: 2025-01-22T14:45:11.915Z (over 1 year ago)
- Topics: deeplearning, facemask-detection, imageprocessing, machine-learning, realtime, resnet50, tensorflow, ultralytics, video-processing, yolov8
- Language: Jupyter Notebook
- Homepage:
- Size: 15.1 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0