Third Eye
An AI system where admin can track and receive the alert if someone is not wearing a face mask or if someone is not following social distancing.
Created on 9th May 2020
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Third Eye
An AI system where admin can track and receive the alert if someone is not wearing a face mask or if someone is not following social distancing.
The problem Third Eye solves
As we know that in COVID-19 the infection will be decreased only if the person will wear a mask. Now at roads/streets / Malls it is not feasible always to observe people whether they wear a mask or if people trying to remove the mask. Also, the social distancing is also important, if we consider the villages where they don't have smartphones then they cannot able to use Arogya Setu app and also they can't use any hardware product so for that, the administrations can remotely observe and inform the people who are not following Social Distancing or not Wearing Mask.
Challenges we ran into
The challenge is that to train a deep learning model with the less datasets and we are going to solve it by using some advanced deep learning techniques and image processing because there is no publicly available dataset for the person with the mask. Also, we are keeping our model as light as possible so that it can work on GPU as well as CPU. We are also integrating the live IP camera feed because the main issue you get when it is deployed is of lag it will not real-time. So our model will be compatible with real-time IP Cameras.