MaskOn was my team"s final submission to PoliHack 2020, in which we won 1st place. The task of the hackathon consisted of finding solutions in the context of the pandemic. Our application was able to detect whether a certain detected person from the video live stream is wearing a mask or not. The app was able to run on a Raspberry Pi with a camera connected to it. The face detection is done through a pre-trained face detection model, while the mask detection model was custom made and trained on a face-mask multi-colored large data set. We were able to get good results from it, being also efficent.
- HackathonPoliHack 2020
- TechnologiesPytorch, Python, Numpy, OpenCV, Raspberry Pi
- GithubMask detection
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