Face Mask Detection

[mahesh-11102]

Is your feature request related to a problem? Please describe and Describe the solution you'd like**

During Covid-19 period wearing mask is crucial one, so I've developed a ML project which can detect multiple faces and show the result. I've even worked on Arduino which turns the camera towards the face and send the signal to the machine to detect the face and show the result.

Describe alternatives you've considered?

• I tried detecting faces using available pretrained models like YOLO, RESNET-50 and many more, after detecting the face I've cropped out the faces and sent it to my model and it will detect whether mask is present or not.
• Using Arduino I've implemented 360° rotated camera and the ML model will detect the faces and displays the result.

Additional context

CNN Architecture of the model

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Accuracy, loss of the model

Acuracy Percentage of the model

Testing snapshot of the Model