Thangnv24 / CourseWork

Mask identification in real-time

Persons wearing the mask can be identified by image or webcam in real-time.

Image dataset

Data set ~7500 images with annotations available, provided public (https://www.kaggle.com/datasets/omkargurav/face-mask-dataset)

Technology used

Use Facenet to determine the number of faces in the frame and Convolutional Neural Network to determine the percentage of people wearing masks or not

Result

The results of some tests are stored in the Result file

In addition, there is a chart of changes in Accuracy and Loss rate over an increasing number of epochs