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Vision systems have evolved from simple camera-computer setups to sophisticated implementations that leverage IoT-connectivity, smart cameras and AI technology.

Exploring an aspect of edge computing, device or IoT edge, that often gets overlooked as IT focuses on distributed/hybrid cloud implementations.

Geeky Gadgets 1:19 pm Developers and Tensorflow enthusiasts may be interested in a new smart artificial intelligent camera in the form of the Imago VisionAI. The VisionAI offers support for TensorFlow Lite or AutoML Vision Edge and runs on the Debian-based Linux operating system, making it easily programmable to meet the application needs through a Linux SDK with a VisionBox Interface C++ Library and FG camera library. The unique smart camera has been designed for applications such as pattern recognition, classification, anomaly or defect detection in inspection applications, code reading, an...

Photo: provided April 26, 2021 Neuosys Technology has introduced its Nuvo-2700DS rugged digital signage system. Powered by AMD Rzyzen Embedded V1605B, this device can output to four 4K displays and play back 4K H.265 videos at 60 frames-per-second, according to a press release. The system can handle temperatures ranging from -13-to-158-degrees Fahrenheit and offers full bandwidth support for Wi-Fi 6, 4G, LTE and 5G networks. It also comes with two Google Edge TPUs to act as an AI edge computer. With this AI capability, it can provide anonymous analytics such as number of exposures, views, int...