Specialized NVIDIA embedded GPU

Embedded GPU vision system

MRTech SK develops compact comprehensive solutions based on the NVIDIA embedded GPU technologies, that perfectly adaptable for multi-camera, 3D Vision, airborne and other mobile applications. We offer our customers ready-to-use and/or specialized embedded graphical systems with NVIDIA Jetson TX1/TX2 supercomputer modules.

The advantages of such systems are:

  • Availability of specialized Jetson TX1/TX2 carrier
  • Customized design with a wide selection of hardware blocks and interfaces
  • MRTech high performance software for image & video processing
  • Fast HW / SW prototyping using NVIDIA development kits
  • Rapid time-to-market

On demand MRTech team can implement sophisticated real time video processing algorithms in such compact low power hardware, including:

  • Real-time object detection, localization and classification based on state of the art neural net
  • Robust real-time object tracking algorithms etc.

Below you can find description of a typical configuration of the embedded video system and some examples of implementations.

Hardware Configuration

Base modules:

  • NVIDIA® Jetson TX1 System-on-Module – 256 CUDA cores, Quad ARM® A57/2 CPU or
  • NVIDIA® Jetson TX2 System-on-Module – 256 CUDA cores, Dual Denver Quad ARM® A57/2 CPU

Jetson carrier – Phoxi board is a specialized carrier for NVIDIA® Jetson TX1/TX2 module specially designed by XIMEA xiLab for customized USB3  and PCIe board-level cameras.

Physical parameters of Phoxi carrier:

  • Dimensions: 87 x 50 x 29 mm (with TX1/TX2 module)
  • Weight: 33 grams (without TX1/TX2 module)
  • Single power source: 12V DC

Phoxi carrier interfaces:

  • 2x PCIe Gen2 x2 port for FFC/FPC cable
  • 2x USB 3.0 port for FFC/FPC cable
  • 10/100/1000 Ethernet
  • GPIO of Jetson TX1/TX2
  • Cameras GPIO

Compliant Cameras

Up to four semi-housed XIMEA xiC / xiX cameras can be used with Phoxi carrier board, such as:

  • Compact cameras with Sony Pregius™ sensors – from 2.3 MPix (165 fps) to 12 MPix (31 fps)
  • High-performance PCIe cameras – from 12 MPix (130 fps) to 50 MPix (30 fps)
  • Customized XIMEA cameras with USB3 and PCIe interfaces


Processing Software

Operating system:

  • Linux for Tegra

Machine Vision software:

  • XIMEA xiAPI – application programming interfaces, libraries, tools for comfortable use of XIMEA cameras
  • Fastvideo Lab software for high speed imaging on NVIDIA GPUs
  • MRTech Image Flow processing software for building full image processing pipelines in machine vision systems including acquisition, color pre-processing, encoding, streaming, disk writing, etc.

PCI Express – Ultimate Camera Interface for Vision Systems

PCIe as a camera interface has variety of decisive advantages, that are:

  • Minimizes latency and CPU overhead
  • Seamlessly delivers image data directly to the host memory via Scatter/Gather DMA
  • Supports distances from millimeters to hundreds of meters
  • Aggregation of multiple imagers into one wire/fiber
  • Thin to none SW stack

Then, as XIMEA Technological Partners, we use their xPlatform technology in our cases.

xPlatform can be defined as a combination of XIMEA PCIe cameras xiX and xiB series plus Aggregation Technology specially designed for multi-camera systems. It helps provide:

  • Several cameras aggregation into one high bandwidth upstream up to 64 Gbit/s
  • Maximum compactness, scalability and modularity

Besides of that, our image processing software is 100% compatible with that technologies.