In past DL/AI technology is shown a very promising results on our daily life problem. in many ways this will make our life easy. so lets get started and know that how I build a social distance analyzer using computer vision, python, and object detection using YOLO algorithm. Social Distance Analyzer using OpenCV and YOLO
In the fight against the covid-19 pandemic, social distancing, contactless meetings, wearing mask all are proven to be very effective measure to slow down the spread of the virus. social distancing is the one of the best way to prevent from virus. people asked to keep distance of at least 6 feetform other to stop the spread of a virus.
In past DL/AI technology is shown a very promising results on our daily life problem. in many ways this will make our life easy. so lets get started and know that how I build a social distance analyzer using computer vision, python, and object detection using YOLO algorithm.
what is social distancing??
Social distancing, also called physical distancing, is a measures intended to prevent the spread of a contagious disease by maintaining a physical distance between people.
Here, we can use a OpenCV and YOLO to analyze or monitor whether the people are in distance or not.
Techniques and Tools
I’ve used python as a programming language and OpenCV and YOLO for computer vision.
Little Theory ;)
So let’s start with a OpenCV
OpenCV Python Tutorial: Computer Vision With OpenCV In Python: Learn Vision Includes all OpenCV Image Processing Features with Simple Examples. Face Detection, Face Recognition. Computer Vision is an AI based, that is, Artificial Intelligence based technology that allows computers to understand and label images. Use OpenCV to work with image files. Create Face Detection Software. Detect Objects, including corner, edge, and grid detection techniques with OpenCV and Python. Use Python and Deep Learning to build image classifiers. Use Python and OpenCV to draw shapes on images and videos. Create Color Histograms with OpenCV
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Face Recognition System Using Python, OpenCV, and Deep Learning . Download Free Face Recognition System Using Python, OpenCV, and Deep Learning. Get Free Python, machine learning and AI projects with documentation and source code.
Python OpenCV Tutorial - Learn Computer Vision with OpenCV and Python: Introduction to OpenCV and Image Processing in Python, Image processing basics, Object detection and tracking, Deep Learning, Facial landmarks and many special applications.
Emojify - Create your own emoji with Deep Learning. We will classify human facial expressions to filter and map corresponding emojis or avatars.