AI Supercomputer at the Edge on Military Applications


MILBOX can reach the maximum performance on simultaneous video processing applications with help of NVIDIA Deepstream SDK. The performance achieved with MILBOX is 432 FPS for Resnet-34 based people detection, 589 FPS for RESNET-18 based people detection, 758 FPS for RESNET-18 based vehicle detection and 3518 FPS for RESNET-18 based face detection algorithms. These benchmarks show that MILBOX-XV is your edge AI supercomputer for multiple stream video processing applications in military or ruggedized environmental needs.

MILBOX-XV is a high-performance Jetson AGX Xavier™ computer designed to keep up with your most demanding tasks. With its eight-core ARM CPU, 32 GB of RAM, and NVIDIA Volta GPU, the MILBOX-XV delivers top-notch processor performance for even the most complex applications. Its rugged design ensures reliability in extreme environments, while its multiple I/O ports make it easy to connect to various devices and sensors. Upgrade your business with the MILBOX-XV can encode up to eight 4K streams at 60FPS and decode up to 12 4K streams at 60FPS with its powerful NVIDIA Jetson AGX Xavier™ processor. Jetson Xavier™ processor delivers 32 TOPS AI performance with its 512 NVIDIA Volta CUDA® Cores, 48 TensorCores, 8 Carmel ARM CPUs, and 2 NVDLA engines.


The MILBOX-XV is designed to deliver reliable and efficient performance in even the most challenging environments. Its ruggedized design ensures that it can handle extreme temperatures, shock, and vibration, while its MIL-STD-1275/704, MIL-STD-810 and MIL-STD-461 compliance means that it can handle electromagnetic interference. This makes the MILBOX-XV ideal for use in military, industrial, and outdoor applications where reliability is essential.

The MILBOX-XV is equipped with a powerful NVIDIA Jetson AGX Xavier processor and 32/64 GB of 256-bit LPDDR4x memory, ensuring that it can handle even the most demanding tasks with ease. And its 18-32 VDC (28 VDC Nominal) power supply ensures consistent power delivery. Additionally, the MILBOX-XV's operating system, Ubuntu Linux 18.04 / 20.04, is known for its stability and reliability. In fact, the industrial module version of the MILBOX-XV can even handle temperatures as low as -40°C, making it suitable for use in the most challenging environments.

Mission Computer with Long Endurance
Rugged, Modern and Fast AI Military PC


The MILBOX-XV is a high-performance computing platform that offers a wide range of connectivity options, making it an ideal solution for businesses that need to connect to various devices and sensors. Its multiple I/O ports include 4x Gigabit Ethernet, 1x HDMI, 2x USB 2.0, 1x USB 3.1, 2x CAN Bus, and 8x serial ports.

This diverse range of connectivity options makes it easy to connect to a wide variety of devices, including cameras, sensors, displays, and other computing systems. The MILBOX-XV also supports JetPack 4.x and JetPack 5.x, ensuring compatibility with the latest NVIDIA software updates. It also runs on Ubuntu Linux 18.04 / 20.04, a popular and stable operating system known for its reliability and security.


MILBOX-XV’s rich industrial connectivity options, making it ideal for mission-critical applications. This rich array of connectivity options allows businesses to connect to a wide variety of devices and systems, making it ideal for deep learning-based edge analytics and video processing applications. With the help of the NVIDIA DeepStream SDK, the MILBOX-XV can process up to 32 Full-HD video streams simultaneously, making it perfect for video processing applications. Its deep learning-based algorithms enable businesses to process signals, videos, or sensor information with ease.

Designed for military purposes, the MILBOX-XV is mission-ready with its extensive communication interfaces. It allows businesses to connect to field bus communication networks using CAN BUS and RS232/RS485/RS422 multi-protocol serial ports, especially the vehicle information networks of military land vehicles. Its ruggedized design ensures that it can handle extreme temperatures, shock, and vibration, making it the ultimate computing platform for businesses in military, industrial, and outdoor applications.

Rich Connectivity Options with 4x RS-422, 4x RS232, 4x Gigabit Ethernet
Fanless & Waterproof IP67 Compatible Design with Circular Military Connectors


The MILBOX-XV's fanless design ensures that it operates quietly and reliably, without the need for a cooling fan. This makes the MILBOX-XV an ideal solution for businesses that need to operate in dusty or dirty environments, such as construction sites or mining operations.

The MILBOX-XV is also fully dustproof and waterproof, with an IP67 rating. This means that it can be submerged in water up to a depth of one meter for up to 30 minutes without sustaining any damage. This makes the MILBOX-XV an ideal solution for businesses that need to operate in wet or humid environments, such as shipyards or oil rigs. Overall, the MILBOX-XV is the ultimate computing platform for businesses that need to operate reliably in harsh environments. Its fanless and waterproof specifications, combined with its ruggedized design and powerful performance, make it an ideal solution for military, industrial, and outdoor applications

Technical Specifications

Supported Modules

NVIDIA Jetson AGX Xavier 32GB

NVIDIA Jetson AGX Xavier 64GB

NVIDIA Jetson AGX Xavier Industrial 32GB

Memory32 / 64 GB 256-bit LPDDR4x
Graphics Interfaces1x HDMI

4x Gigabit Ethernet 

1x USB 3.1

2x USB 2.0

1x USB 2.0 (Serial Console)

2x CAN Bus 

4x RS232

4x RS232

Wireless CommunicationNone
Power Supply18-32 VDC (28 VDC Nominal)
Extension SocketsNone
Mass Storage

32 / 64 GB eMMC 5.1 Flash

1x M.2 Key-M SSD Slot

Ambient Conditions-25°C ... +70°C (-40°C for Industrial Module)
Form Factor / Dimensions210 mm x 296 mm x 92 mm, 4750 gr
Operating SystemsUbuntu Linux 18.04 / 20.04
StandardsMIL-STD-1275/704, MIL-STD-810, MIL-STD-461, IP67
JetPack Support

JetPack 4.x (4.4.1 / 4.5 / 4.5.1 / 4.6 / 4.6.1 / 4.6.2 / 4.6.3)

JetPack 5.x (5.0.2 / 5.1)