​Amazon Web Services (AWS) has announced the general availability of its Panorama Appliance.

The device integrates computer vision into on-premises internet protocol (IP) cameras, allowing fast and easy visual inspections of production lines, drive-thru queue management, layout optimisations of physical stores, and more.

“While some smart cameras can provide real-time visual inspection, replacing existing cameras with new smart cameras can be cost prohibitive. Even then, smart cameras are often ineffective because they are limited to specific use cases and require additional effort to fine-tune,” explained AWS.

“Alternatively, some customers send video feeds from existing on-premises cameras to third-party servers, but often the required internet bandwidth is costly or facilities are in remote locations where internet connectivity can be slow, all of which degrades the usefulness and practicality of the analysis.”

AWS’ Panorama device minimises costs by enabling customers to pair the solution with existing on-premises cameras and monitor video streams locally through computer vision.

Customers can update their computer vision application in Amazon SageMaker and deploy the model to the AWS Panorama Appliance, thanks to the device’s full integration with Amazon SageMaker.

Together, AWS Panorama Appliance, Amazon Monitron, Amazon Lookout for Equipment, and Amazon Lookout for Vision deliver the most comprehensive cloud-to-edge machine learning solution for industrial applications.

AWS offers its Panorama Appliance in Virginia, Oregon, Canada, and Ireland. Support for additional regions will follow soon.

“CVG Airport is committed to providing a world-class traveler experience through continuous innovation and strategic cooperation,” said Brian Cobb, chief innovation officer at Cincinnati/Northern Kentucky International Airport.

Cobb added, “By using TaskWatch’s application on AWS Panorama, we are able to bring machine learning to our existing IP cameras and automatically monitor congestion over 70,000 square feet of airport traffic lanes. Once an issue is detected, such as a disabled vehicle, TaskWatch sends real-time alerts to airport staff so they can provide assistance, keep the traffic flowing, and reduce delays for our passengers.”