🥈 Code Hard
Hey 👋 !, We are team CODE HARD. We are going to develop a ”Social Distancing Monitoring” application with the help of image processing technology. This application can handle 3 different types of input. It can work on image, recorded video and also with realtime cctv camera.
Social Distancing Monitoring Application
THEME : AtmaNirbhar Bharat
Application-Type : Web Application
Description
Idea-Description : We are going to develop a ”Social Distancing Monitoring” application with the help of image processing technology. This application can handle 3 different types of input. It can work on image, recorded video and also with realtime cctv camera. We will be using COCO dataset for image classsification and labeling. We will be using yolo v3 Algorithm for getting the best confidence level. When ever people violate social distancing a beep sound will be given to the people to check their social distancing.
Working : Initially we will be identifying people from the given any forms of input. Then a rectangular frame is drawn arround the people. Each rectangle will be indexed from 0 to n. We will be defining a threshold for the distance. Now the threshold will be compared with each and every rectangular frame from the center of it. If the distance falls below the defined threshold they will be put on a list and the other who’s distance is greater than the defined threshold will be put on a seperate list. The people who falls in violating list will be highlighted with red rectangular frame and a beep sound will be given untill they maintain proper distancing. Now the people who are all following will be highlighted with green rectangular frame. The output frame also shows number of people in danger, safe, and low risk people. The accuracy is very high in using this algorithm and the time taken for detection is very low.
Tech Stack
Artificial Intelligence | Image Processing
Project Links
Team Members
Jenith
Role-In-Team : Algorithm Designer
Working-Stack : Image Processing
University/School : St.Joseph’s College of Engineering
Hasitha
Role-In-Team : Algorithm Designer
Working-Stack : Image Processing
University/School : St.Joseph’s College of Engineering
Rathi
Role-In-Team : Front-End Developer
Working-Stack : Python
University/School : St.Joseph’s College of Engineering
Preethi
Role-In-Team : Back-End Developer
Working-Stack : Python
University/School : St.Joseph’s College of Engineering