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Social Distancing Detection

You have been Observed, if you Violate the Social Distancing Rule.

The problem Social Distancing Detection solves

Social Distancing Detection is Used to Detect the People who are Violating the Social Distancing as we mentioned the Distance required to mark as a Safe mark & Distance to Violate the Rules. as well as Confidence level is also an Important factor to tell the Machine on a factor of 100%, how much confidence level is Required to Identify the persons. This means it have to concentrate on Humans only not Objects. humans having the Structure and mark a centroid in each of the people and calculate the distance between the people. Based on the Euclidean Distancing Formula, we are calculating the Social Distancing. It uses existing IP cameras and CCTV cameras combined with Computer Vision to detect if people are at a specific distance and adhere to social distancing or not.

Challenges I ran into

I have been worked severly to complete this Project. Finally, I was done after making so many corections, especially in Deep Neural-Networks ( YOLO ). I was a beginner to neural-networks. Doubts has been clarified by watchin the youtube tutorials of several meetups & Organisations.

Discussion