{"id":733,"date":"2020-12-08T14:37:21","date_gmt":"2020-12-08T13:37:21","guid":{"rendered":"https:\/\/blog.techbase.eu\/en\/?p=733"},"modified":"2020-12-08T14:37:25","modified_gmt":"2020-12-08T13:37:25","slug":"world-first-industrial-ai-gateway-with-cm4-and-coral-tpu-for-machine-learning","status":"publish","type":"post","link":"https:\/\/blog.techbase.eu\/en\/world-first-industrial-ai-gateway-with-cm4-and-coral-tpu-for-machine-learning\/","title":{"rendered":"World-first industrial AI Gateway with CM4 and Coral TPU for Machine Learning"},"content":{"rendered":"\n

New features of Edge TPU brought to ModBerry series<\/strong><\/h3>\n\n\n\n

In October 2020, with the release of the latest Compute Module 4 from Rasbperry Pi Foundation, TECHBASE announced an upgraded device from ModBerry 500 series, called ModBerry 500 CM4<\/a><\/strong>. Thanks to the high-performance PCI-Express bus introduced in Compute Module 4 and Raspberry Pi community, the device itself presents support for a wide range of new applications, such as use of Google\u2019s Artificial Intelligence<\/strong> modules at ease.<\/p>\n\n\n\n

Therefore, TECHBASE designed a new device, called ModBerry AI GATEWAY 9500-CM4<\/strong>, utilizing the vertical format of ModBerry 9500, latest Compute Module 4 and Google\u2019s Coral TPU. Installation-ready AI GATEWAY<\/strong> allows direct application in industrial fields.<\/p>\n\n\n\n

\"TECHBASE\u2019s<\/a><\/figure><\/div>\n\n\n\n

AI GATEWAY with Coral TPU enhancement <\/strong><\/h3>\n\n\n\n

Neuron network capabilities enhance CM4-based devices, not only collecting and sending data, but also allows local data change predictions and allows direct management on-site. This feature gives the possibility for various applications, such as data analysing and establishing trends predictions, smart alarms and smart monitoring, local notification control, etc.<\/p>\n\n\n\n

Used Edge TPU<\/strong> coprocessor via PCI-Express bus is capable of performing 4 trillion operations per second (TOPS), using 0.5 watts for each TOPS (2 TOPS per watt). Google Coral easily integrates with Raspberry Pi Compute Module in Linux and optionally in Windows with full support of TensorFlow Lite <\/strong>framework and AutoML Vision Edge<\/strong> solution.<\/p>\n\n\n\n

\"TECHBASE\u2019s<\/a>
TECHBASE\u2019s AI GATEWAY series, world-first industrial gateway utilizing Raspberry Pi Compute Module 4 and Google Coral TPU\n<\/figcaption><\/figure><\/div>\n\n\n\n

AI GATEWAY with available expansion cards <\/strong><\/p>\n\n\n\n

ModBerry AI GATEWAY 9500-CM4<\/strong> can be equipped with serial RS-232\/485 ports, range of digital and analog I\/Os, USB, HDMI and Ethernet. Interfaces can be expanded with additional I\/Os and opto-isolation, relays, Ethernet, 1-Wire, CAN, M-Bus Master and Slave, accelerometer, OLED screen and many more features like TPM Security Chip<\/strong>, eSIM and SuperCap backup power support. <\/p>\n\n\n\n

ModBerry AI GATEWAY 9500-CM4<\/strong> series also offers a standard PCI module support for various wireless communication protocols, such as:<\/p>\n\n\n\n