AI – Smart Social Distancing
June 3, 2020 by Unizenweb with no comment AI at Edge
Social distancing is one of the most important defenses against the spread of COVID-19. We bring here a open source based solution for ”Smart Social Distancing with AI” application. This open-source application based on Jetson Nano helps businesses monitor social distancing practices on their premises and take corrective action in real time.
The application’s main tasks are done by the “Computer Vision Engine” module. This module manages the pre-processing, inference, post-processing and distance calculations on the data. The detection is done by a SSD-Mobilenet-v2 convolutional neural network running on Jetson Nano and optimized using the NVIDIA TensorRT accelerator library.
A dashboard, generated by the GUI and web application module, displays results that include social distancing violation alerts by location, color-coded bounding boxes to convey the extent of the violation, and overall violation trends. These alerts and visuals help a business take appropriate action.
The application can be customized or extended using parameters provided in the configuration file or source code. For example, developers can use their own network models or add a custom video file or stream as inputs to quickly get started building and deploying their own Smart Social Distancing applications.
The roadmap includes several enhancements, adding face mask detection, adding safety score for a site, evaluating other network models and adding more robust distance calculation methods.
We at Unizen Technologies with our expertise on AI-based technology provide end to end solution on solving complex problems with cutting edge technologies.
Add a Comment
Your email address will not be published. Required fields are marked *
CONNECT WITH US
Unizen Technologies is launching the first BLE Module to fight the Covid-19 to help Curb the spread of the Covid19. The module is a TINY size and can be packaged in smallest
Social distancing is one of the most important defenses against the spread of COVID-19. We bring here a open source based solution for ”Smart Social Distancing with AI” application.
The biggest challenge with COVID-19 is ensuring the quarantined cases are staying isolated.The risk is some of them start moving out and starts spreading to community,
Unizen never before developed IoT-enabled product, LED bulb that delivers a host of lighting and other
The West Australian-28-November-2018
ASX listed Sky and Space Global has signed a landmark distribution agreement with Pan-American satellite telecommunications consortium, Globalsat Group,
Money Morning Australia–15-November-2018
At the time of writing, Sky and Space Global Ltd [ASX: SAS] is up 5%, trading at $0.06. The rise came on the back of an announcement that the company had
The West Australian–22-October-2018
Aspiring ASX listed satellite telco, Sky and Space Global, has hit a major milestone with a key design review finding that its nano-satellite design meets all requirements for construction to begin.
Sky and Space Global Ltd reports it has reached a significant operational landmark by winning a Research and Development Grant from the Polish government and the
Australia Stock Exchange-listed satellite company Sky and Space Global Ltd. (SAS) has received a 1.25 million Polish Zloty (approximately $336,000) grant from the
The West Australian–08-October-2018
Upstart ASX listed satellite communications company Sky and Space Global has been setting a breakneck pace, recently signing binding MOU’s with five large telcos around the globe.