Table of Contents
INTRODUCTION:-
Social Distancing Detection is used to detect the distance of people from each other whether they maintain a distance or not. It is also used to detect the face of people from video loops, photos, and images. We will do Social Distancing Detector in Python with Deep learning .
During the COVID-19 time, Social Distancing Detection has proven very effective to people because it is used to slow down the spread of virus disease among people using the Social Distancing detection system.
DETAILS ABOUT THE SOCIAL DISTANCING DETECTOR:-
Download the advanced features of Social Distancing Detection in Python with the language of the tutorial of Deep Learning and its source code and the databases of Social Distancing Detection.
The advanced features of Social Distancing Detection are developed in Python with the source code Open_CV.
With the help of Deep Learning, we can find whether people are maintaining distance from each other are not by analyzing the real-time video of the CCTV camera.
We can find people, who do not strictly follow the rules of maintaining a distance from people in a crowded area to take safety from each other.
- *From the video camera some of the pre-process images are taken to detect the contours of the image components using the Python
- *From the face contour classify each of the faces
- *The distance between the face and the camera is approximate to detect the face of the people.
WHAT THINGS ARE NEEDED FOR THE FACE RECOGNITION SYSTEM:-
For the recognition of the face, some of the things are needed to do the process of Face Detection
In the given below, some of the things are mentioned-
- OpenCV
- Learning
- Python
THE PERFORMANCE BASED ON OBJECT DETECTION USING IMAGEAI:-
For using social distancing detection, the process detection of social distancing is listed below-
Firstly, you have to install Python on your system
Install the ImageAI and the dependencies of ImageAI
Then, install the model of the Object Detection file
Run the sample codes of the Object Detection model file
HOW TO START THE SOCIAL DISTANCING DETECTOR USING PYTHON:-
For the social distancing detector, we have to follow some of the steps. Those are mentioned below-
From the official websites of Python, we need to install Python 3 in our system for using the Social Distancing Detector.
Some of the following dependence via pip have to install in the system.
- *TensorFlow- pip 3 install TensorFlow
- *OpenCV- pip 3 install OpenCV by Python
- *Keras- pip 3 install Keras
- *ImageAI- pip 3 install ImageAI