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An AI-Based Violence Detection System Using Real-Time Image Processing on Police Camera Footage Frames.

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  • 5 Backers

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Description

Provide a short and concise description of the social problem your project is addressing/solving:

Police camera infrastructure is meant to hold everyone accountable during law enforcement interactions. However, the large amount of camera data is not being reliably analyzed, leading to a lack of accountability.


Provide a short and concise description of how you integrated AI into your project (Please make this description short. You will be able to explain further in the video):

We created an algorithm that distinguishes between violent and non-violent images. The model will be used to analyze police camera footage for violence, aggregate videos from other sources, and send them to third party investigators.


Attach a video with a maximum length of 3 minutes that includes project demonstration, further explanation, etc. of your project.

https://www.youtube.com/watch?v=9NDaw_Xd-Pk


Code:

https://colab.research.google.com/drive/1eHL6KY3wgTLPwUaSexxIeMrpVAPwfNgB?usp=sharing


Questions?

Diana Damenova: [email protected]

Seok Hee Hong: [email protected]

Ethan Nguyen: [email protected]

Sophia Viner: [email protected]


Acknowledgements:

We thank the BitHacks team for organizing the hackathon. Also, we thank the SyBBURE Searle Undergraduate Research Program for their support.

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