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THE NEW NORMAL

Keep a safe distance.

Created on 13th December 2020

T

THE NEW NORMAL

Keep a safe distance.

The problem THE NEW NORMAL solves

As we all know that how important is for people to follow social distancing and use masks. So in this hack we are providing one of the solutions for it. Consider a workplace where a person is assigned to check the temperature using thermal scanners, but with this project we are going to eliminate them, and it will automatically get checked. At the entry there will be a face scanner along with the thermal cameras, if the person wearing mask is given a green signal then the thermal camera will check the temperature, and in the workplace people who don’t follow social distancing will enclosed in red box as per the code and that would be deployed in the security cameras, the same can be used in streets as well.
The working model of this project can potentially be used as the ‘back-end’ to monitoring systems in places where a crowd of people tend to accumulate such as Workplaces, Avenues, Transport stations (eg. Railway station), Parks, etc. The real-time inputs can be fed in to the monitoring system through CCTV cameras installed in such locations and the outputs (people who are violating social distancing) can be viewed on the monitors. Continuous violation of the norm can warrant for immediate clearance & more stringent rules in that area.
Another future scope is Temperature Screening: Elevated internal heat level is another vital side effect of COVID-19 disease. At present situation warm screening is finished utilizing handheld contactless IR thermometers where wellbeing laborer needed to come in vicinity of the individual should be screened which makes the wellbeing of laborers in jeopardy. Also, it’s difficult to catch temperature for every single individual in broad daylight puts the proposed use-case can be outfitted with warm cameras based screening to dissect internal heat level of the people groups out in the open places that can add another assistance to requirement offices to handle the pandemic adequately.

Challenges we ran into

We are beginners and learning web development now. It was difficult to put things in place and run the model as it uses Machine learning. We ran into a lot of bugs but we worked hard to debug the code. We took help of youtube videos to learn about opencv. We recieved guidance from the mentors of hackoff 3.0.We tried to make the app free of cost as it an be used for social cause. We were also planning to use some of the tracks but due to lack of time and knowledge, we weren't able to deploy them. Our Microsoft azure thing was not completely built for the same.

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