Due to the global pandemic, the situation of the world is getting worse day by day. So we decided to take the challenge and provide the world with a solution to reduce and control the situation.
What it does
We created a face mask detection web application that uses the webcam of your device and detects the face is with or without the mask.
How we built it
We built it using Machine Learning, where we trained a model with a dataset and we put it on the HTML code then we used it to build the web application.
Challenges we ran into
It was a tough job to be done because firstly training the model with the perfect datasets was difficult, then accessing the webcam of the device was a tough job.
Accomplishments that we're proud of
We are proud that we have successfully completed the face mask detection system and the application.
What we learned
We learned to train new models and work with different frameworks.
What's next for Defhack
We look for participating in such kind of hackathons arranged by Defhack. hi