Embedded

Offering more than twice the AI processing performance of the Jetson Nano, Nvidia’s Jetson TX2 NX single board computer (SBC) is designed for mass-market articial intelligence (AI) platforms. The SBC is now available from Impulse Embedded. According to the industrial computing systems and solutions provider, the Jetson TX2 NX delivers the next step in AI performance for entry-level embedded and edge products.

It has the same form factor and is pin compatible with the Jetson Nano, but offers more than twice the AI processing performance at 1.33tera floating operations per second (TFlops) compared to 487GFlops.

The Nvidia Jetson TX2 NX SBC combines a dual-core Nvidia Denver 2 64-bit CPU, a quad-core Arm Cortex-A57 MPCore processor and a 256-core Pascal GPU that can operate at up to 1.3GHz. It also has 4Gbyte of 128-bit LPDDR4 memory and 16Gbyte of eMMC 5.1 flash storage. There is also PCI Express expansion, Gigabit Ethernet, a USB3.1 Gen 1 port and video output via HDMI or DisplayPort. The SBC is fully capable of encoding one 4K stream at 60frames per second in HEVC/H.265 or as many as 14 streams in 1080p at 30frames per second in HEVC/H.264.

The TX2 NX, like all Jetson modules and developers’ kits are supported by Nvidia’s JetPack software stack for deployment anywhere on any Jetson device.

Impulse Embedded’s sales director, Robert Plant, acknowledged that developing industrial AI computing can be “difficult, costly and time-consuming”. The company has embedded systems capabilities to help customers create reliable, repeatable and robust systems to meet budget and time constraints. “With our team of in-house engineers and specialists, all with decades of experience, we can offer fully deployable embedded edge AI computing solutions straight out of the box,” he said.

http://www.impulse-embedded.co.uk

Swiftly following the announcement of the Kria K26 System on module (SOM) and KV260 Vision AI starter kit by Xilinx, Pinnacle Imaging Systems has introduced the Denali 3.0 soft image signal processor and high dynamic range (HDR) sensor module for use with the SOM and kit.

The KV260 Vision AI starter kit was created to help artificial intelligence (AI) innovators streamline development of smart vision applications and rapidly deploy them in production with the Kria K26 SOM. Pinnacle Imaging’s real time HDR imaging capability (up to 120dB) will enable AI developers to capture data-rich imaging streams for neural networks even in high contrast lighting conditions, says the company.

Pinnacle Imaging is also announcing an imager access system (IAS) HDR sensor module, paired with and tuned for the KV260 Vison AI starter kit. Th sensor module is based on ON Semiconductor’s AR0239 CMOS imager which can capture up to 120dB/20EV of dynamic range at 1080p/30 full HD resolution. The sensor captures three exposures per frame which are then merged and tone mapped in the ISP for HDR video optimised for AI-enabled security and surveillance applications.

“Having the powerful capabilities of Pinnacle Imaging’s Denali Soft HDR ISP available on the Kria KV260 starter kit will be invaluable for designers developing next generation vison systems designed to work in variable or difficult lighting conditions.” Chetan Khona, director of industrial, vision, healthcare and sciences at Xilinx.

The Denali 3.0 programmable ISP IP leverages Pinnacle Imaging’s proprietary algorithms to accurately tone map high contrast scenes and extract the full scope of rich image data for mission critical computer vision and AI applications requiring real-time imaging.

“Xilinx is really pushing to democratise these development tools and make them available to a wider audience of innovative thinkers,” said Alfred Zee, CEO of Pinnacle Imaging Systems. “The beauty of our programmable ISP on the Xilinx platform, is that it is easy for us to customise it to meet specific customers’ needs or adapt it to any sensor type, even those with non-traditional colour filter arrays. The AR0239 based IAS HDR sensor module is our first sensor module for this platform, but we expect to support additional sensors in the future based on customer requirements.”

Denali 3.0 delivers real-time video capable of producing up to 120dB or 20-EV steps of dynamic range while ensuring low latency. The HDR IP eliminates halo artefacts and colour shifts to capture up to 1080p HDR video in real time that is fully tone-mapped at 30 frames per second. Denali 3.0 is also able to accommodate automated or full-user control modes.

The Denali 3.0 ISP will be available as a trial download with licensed IP from the Xilinx app store connected to the Kria KV260 Vision AI starter kit from 01 June 2021. Pinnacle Imaging’s AR0239 HDR Sensor module will be available for sale from Avnet.

https://pinnacleimagingsystems.com/