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Facial detection and tracking - Hack the North 2017

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excubia

Hack the North 2017

Inspiration

CANSOFCOM members are required to watch surveillance videos for extended period of time. Our program automates the process, freeing personnel of countless hours of manual observance.

What it does

Detect faces in realtime video stream through a webserver Recognize facial landmarks for each face on screen Count number of faces present in realtime and detect abnormality

Challenges we ran into

Installing dependencies to be compatible with other systems Training machine to recognize and remember seen faces

What's next for excubia

Machine learning - train to identify, track individuals' occurrences and detect abnormality Detect criminals and terrorists Not only track faces, but also body movements

Built with

python, opencv, dlib and mongoDB

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