Due to covid-19, the entire world has come to a halt. With over 49.8M cases worldwide and 1.25M deaths. Quarantine seems to be the only real solution. This dip in economic activity resulted in people losing their jobs. In many places, schools and offices have been completely shut-down to prevent covid form spreading.
In the first week of november schools Reopened in Andhra Pradesh, 500+ students & 800+ teachers tested positive for COVID-19 just in 3 days According to zee-news. As per The Economic Times, 17.7 million jobs were lost just in the month of April. By now over 50 million jobs have been lost, and thus we made a product to solve this problem.
Our Hack of the Hour presents to you a product which can be used by any organization to prevent the formation of COVID hotspots. It uses existing cameras and servers in the organization and provides a easy way to monitor how well covid prevention guidelines are being followed. Thus helping in reducing the risk of covid and increasing productivity.
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- How many people are wearing face masks.
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- How well the social distancing guidelines are maintained.
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- Beautiful graphs displaying statistics and reports on how the guidelines are being broken down that help in analysing trends.
- Capture - Video data is picked from the organization’s server.
- Calculate - Processed by multiple machine learning algorithms.
- Conclude - Identifies the people that could be affected by Covid upon contact with others and prevents the spread of Covid.
- ML
- opencv
- keras
- VideoStream
- tensorflow
- centroid-tracker
- APIs
- Node.js
- Express
- Front-end
- React.js
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- Displaying places throughout the organization that are sparsely populated meaning are at low risk of Covid.
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- To integrate the open API service by Aarogya Setu. Since this API needs a minimum of 50 people to sign up so as to understand the vulnerability of each user towards Covid.
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Abhishek Saxena
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Ansh Sharma
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Ria Tyagi
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Saisha Shetty
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