Machine_learning_projects/Face_mask_detection at master · quangnhat185/Machine_learning_projects

Name		Name	Last commit message	Last commit date
parent directory ..
face_detector		face_detector
Facemask_detection_OpenCV.py		Facemask_detection_OpenCV.py
README.md		README.md
facemask_detection.h5		facemask_detection.h5
facemask_detection_result.gif		facemask_detection_result.gif
facemask_mobilenet.json		facemask_mobilenet.json
facemask_video.mp4		facemask_video.mp4
predict_with_model.jpg		predict_with_model.jpg
train_facemask_detector.ipynb		train_facemask_detector.ipynb
training_history.jpg		training_history.jpg

README.md

In this project, I have conducted several methods as below:

Train a model to classify "No mask" and "Mask" status with MobileNets. Accuracy > 98%
Use pre-train Face detection model to catch faces