Visionary Computing Platform for Autonomous Robots (NVIDIA Jetson / TDA4VM)

• ✔ Cutting-edge computing platform with NVIDIA Jetson AGX Orin and TDA4VM
• ✔ Support for 8 channels of GMSL2/GMSL1 cameras for advanced machine vision
• ✔ Multi-core CPU (Arm Cortex-A78E/AE) and NVIDIA Ampere GPU
• ✔ Robust connectivity: 10GBE, GBE, CAN/CAN-FD, RS232, USB
• ✔ Optimized for autonomous driving and embedded AI applications
• ✔ Integrated power management and a wide range of I/O interfaces
• ✔ Effective air and passive cooling for reliable operation

Introducing a revolutionary compute platform designed for the most demanding autonomous driving and robotics applications. This module combines the power of NVIDIA Jetson AGX Orin and TDA4VM for unmatched real-time performance, making it an ideal choice for developing and deploying machine vision and artificial intelligence systems.

🚀 What can this robotic brain do?

• It uses a combination of TDA4VM and NVIDIA Jetson AGX Orin chips for hybrid computing power.
• Integrated GPU with NVIDIA Ampere architecture for AI acceleration and image processing.
• It supports the connection of up to 8 GMSL2/GMSL1 cameras, which is key for 360° perception of the surroundings.
• It offers high-speed network interfaces including 10 Gigabit Ethernet for fast data transfer.
• It has a rich set of I/O ports, including CAN/CAN-FD, RS232, analog/digital inputs and outputs.
• Optimized for work in demanding operating conditions with a robust cooling system.
• It enables advanced video encoding and decoding for efficient work with visual data.

🔬 Explore every detail

This platform is the heart of modern autonomous systems that require reliable and powerful processing of data from multiple sensors. With the NVIDIA Ampere architecture and advanced Arm Cortex-A78E/AE CPU cores, the module is capable of handling complex machine learning algorithms, object detection, and real-time path planning. Its flexibility and scalability allow developers to implement solutions for a wide range of applications, from autonomous vehicles to industrial robots and drones.

With support for GMSL camera protocols, high throughput and signal integrity are ensured, which is essential for critical visual applications. A rich variety of communication interfaces, such as CAN-FD for automotive networks, RS232 for serial communication and Gigabit Ethernet for fast data flows, ensures seamless integration with other system components. Built-in debugging capabilities, such as HDMI output and TF slot, facilitate the development process and debugging.

🚫 Are you worried about limited computing power for AI and autonomous applications?

Many existing solutions cannot efficiently process massive amounts of data from multiple sensors in real time, limiting the possibilities for truly autonomous systems. You need a platform that offers not only raw performance, but also an optimized architecture for machine vision and efficient peripheral management.

💡 Get unmatched performance for your innovations!

With our visionary platform, you gain access to massively parallel processing and specialized AI accelerators that transform the way your robots perceive and interact with the world. This platform allows you to iterate faster, deploy more complex models, and achieve higher levels of autonomy.

🎁 More than just features, real benefits

• Features: Hybrid architecture TDA4VM + NVIDIA Jetson AGX Orin -> Benefit: Peak performance for complex AI and autonomous algorithms.
• Features: Support for 8 channels of GMSL2/GMSL1 cameras -> Benefit: Comprehensive 360° visual perception and detailed data collection for critical applications.
• Feature: Integrated 10GBE network interface -> Benefit: Ultra-fast transfer of large volumes of data from sensors and for communication within the system.
• Features: Rich I/O set (CAN-FD, RS232, AI/DI/DO) -> Benefit: Easy integration with a wide range of sensors, actuators and external modules.
• Feature: Efficient cooling system -> Benefit: Reliable and stable operation even under high loads and in harsh environments.

🎯 Who is it the ideal choice for?

• For developers and engineers working on autonomous vehicles and robots.
• For research institutes and universities in the field of robotics and artificial intelligence.
• For companies developing advanced machine vision and industrial automation systems.

❓ Do you have concerns? We will answer them

• Concern: Will the module be compatible with my existing cameras? -> Answer: The module supports GMSL2 and GMSL1 protocols, ensuring broad compatibility with many industrial cameras.
• Concern: Is the performance sufficient for complex AI models? -> Answer: Thanks to the combination of NVIDIA Jetson AGX Orin and TDA4VM, the module offers top-notch computing power for the most demanding AI and visual tasks.
• Concern: What are the expansion and integration options? -> Answer: The platform has a wide range of interfaces (CAN, RS232, USB, Ethernet, GPIO), which guarantees flexible integration with external sensors and systems.

⚙️ Technical specifications

Parameter	Value
Main processor	TDA4VM + NVIDIA Jetson AGX Orin
GPUs	NVIDIA Ampere (up to 2048 cores, up to 64 Tensor Cores)
CPU	2-core A72 + 6-core R5 + 8 to 12-core Arm Cortex-A78E/AE
DSP / Accelerator	Dual-core C66x (1.35GHz) + C7x (1GHz)
Memory (RAM)	32GB or 64GB LPDDR5 (256-bit, 204.8GB/s)
Video encoding/decoding	Up to 1x 8K30, 3x 4K60, 7x 4K30, 11x 1080p60 (H.265, H.264, VP9, ​​AV1)
Camera inputs	8 GMSL2/GMSL1 channels
Network interfaces	1x 10GBE, 1x GBE, optional 2x GBE, 3x Gigabit Industrial Ethernet
USB interface	1x USB 2.0 Type-A, 1x USB 3.0 Type-A
CAN / CAN-FD interface	6x CAN/CAN-FD (including 2x debug)
Serial interfaces	4x RS232, 2x RS232 (debug), 1x RS422 (optional)
Analog inputs	4x
Digital inputs/outputs	4x digital input, 4x digital output
High Side Output	4x (24V, 1.3A)
GPIOs	2x bidirectional interface (12V)
Power outputs	2x (12V/5V, max. 0.8A)
Other interfaces	HDMI (debug), TF slot (debug), WiFi antenna, 5G antenna
Signal detection	ACC ignition
Cooling method	Air cooling + natural cooling (casing cooler)
Recommended installation location	Unenclosed spaces, unexposed positions inside the cockpit
Connection block	4PIN x1

❓ Frequently Asked Questions (FAQ)

What main processors does the module use?

The module combines the powerful TDA4VM and NVIDIA Jetson AGX Orin platforms, available in variants with 32 GB or 64 GB of LPDDR5 memory.

How many camera inputs are available?

The platform is capable of connecting up to 8 channels of GMSL2 or GMSL1 cameras, enabling comprehensive 360° visual perception.

What applications is this module best suited for?

It is ideal for autonomous driving, mobile robotics, advanced machine vision systems, industrial automation, and other embedded AI applications that require high real-time computing power.

What are the module's network capabilities?

The module offers a wide range of network interfaces, including 1x 10 Gigabit Ethernet (10GBE), 1x Gigabit Ethernet (GBE), optionally 2x GBE and 3x Gigabit Industrial Ethernet for robust connectivity and data transfer.

How is the module cooled?

Cooling is achieved by a combination of active air cooling and passive natural cooling using a heatsink integrated into the casing, which ensures optimal operating temperatures even under high loads.

What types of peripherals can I connect to the module?

The module has extensive I/O capabilities, including USB 2.0/3.0, 6x CAN/CAN-FD, 4x analog inputs, 4x digital inputs/outputs, 4x RS232, optional RS422, and 2x bidirectional GPIOs.

Does the module support high-definition video encoding and decoding?

Yes, the module supports advanced video encoding and decoding up to 8K30 resolution or multiple 4K/1080p streams in H.265, H.264, VP9 and AV1 formats.