ThinkRobotics Edge AI Device with NVIDIA Jetson Orin™ Nano (J3010/J3011) - Made in India

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Description

ThinkRobotics Edge AI Device with NVIDIA Jetson Orin™ Nano
(J3010 - 4GB /J3011 - 8GB)

This Edge AI deployment kit with Jetson Orin Nano is a powerful and compact intelligent edge box to bring up to 20TOPS modern AI performance to the edge, which offers around the same performance as Jetson Xavier NX. While combining the NVIDIA Ampere™ GPU architecture with 64-bit operating capability.

This device has a footprint of 122mm X 94mm, making it really compact, and comes with a Carbon Fiber 3D Printed Case, AW-CB375NF Dual-Band Wireless NIC WiFi5, 240GB NVME M.2 SSD.

The full system includes one NVIDIA Jetson Orin Nano 4GB or 8GB production module, a heatsink, and a power adapter and comes preinstalled with Jetpack 5.1, simplifies development, and fits for deployment for edge AI solution providers working in video analytics, object detection, natural language processing, medical imaging, and robotics across industries of smart cities, security, industrial automation, smart factories.

These devices are MADE IN INDIA with NVIDIA modules sourced locally (with a 3 year warranty on the modules), and 3D Carbon Fiber Cases. ThinkRobotics assembles and programs the kit, and offers customisability. Contact us for more details.

 

Features

  • Brilliant AI Performance for production: on-device processing with up to 20 TOPS (4GB) or 40 TOPS (8GB) AI performance with low power and low latency
  • Hand-size edge AI device: compact size at 122mm x 94mm x 47mm, includes NVIDIA Jetson Orin Nano 4GB or 8GB production module, a heatsink, enclosure, and a power adapter. Support desktop, wall mount, fit in anywhere
  • Expandable with rich I/Os: 4x USB3.2, HDMI 2.1, 2xCSI, 1xRJ45 for GbE, M.2 Key E, M.2 Key M, CAN and GPIO
  • Accelerate solution to market: pre-installed Jetpack with NVIDIA JetPack™ 5.1 on the included 240GB NVMe SSD, Linux OS BSP, WiFi BT combo module, Antennas x2, support Jetson software and leading AI frameworks and software platforms
  • Comprehensive certificates: FCC, CE, RoHS

 

Description

ThinkRobotics Edge AI Device with NVIDIA Jetson Orin™ Nano (J3010/J3011) is powered by the Jetson Orin™ Nano 4GB or 8GB module and SEEED Studio reComputer J401 carrier board, and is assembled and programmed in India.

With rich extension modules, industrial peripherals, and thermal management, ThinkRobotics Edge AI Device for Jetson is ready to help you accelerate and scale the next-gen AI product by deploying popular DNN models and ML frameworks to the edge and inferencing with high performance, for tasks like real-time classification and object detection, pose estimation, semantic segmentation, and natural language processing (NLP).

Follow this wiki for CVEDIA-RT and this wiki for Lumeo to get started on your Orin devices! 

 

Developer Tools

Pre-installed Jetpack for fast development and edge AI integration

Jetson software stack begins with NVIDIA JetPack™ SDK which provides a full development environment and includes CUDA-X accelerated libraries and other NVIDIA technologies to kickstart your development. JetPack includes the Jetson Linux Driver package which provides the Linux kernel, bootloader, NVIDIA drivers, flashing utilities, sample filesystem, and toolchains for the Jetson platform. It also includes security features, over-the-air update capabilities, and much more.

 

Computer Vision and embedded machine learning

  • NVIDIA DeepStream SDK delivers a complete streaming analytics toolkit for AI-based multi-sensor processing and video and image understanding on Jetson.
  • NVIDIA TAO Toolkit, built on TensorFlow and PyTorch, is a low-code version of the NVIDIA TAO framework that accelerates the model training

Speech AI

  • NVIDIA® Riva is a GPU-accelerated SDK for building Speech AI applications that are customized for your use case and deliver real-time performance.

Remote Fleet Management

Enable secure OTA and remote device management with Allxon. Unlock 90 days free trial with code H4U-NMW-CPK.

Robot and ROS Development

  • NVIDIA Isaac ROS GEMs are hardware-accelerated packages that make it easier for ROS developers to build high-performance solutions on NVIDIA hardware. Learn more about NVIDIA Developer Tools
  • Cogniteam Nimbus is a cloud-based solution that allows developers to manage autonomous robots more effectively. Nimbus platform supports NVIDIA® Jetson™ and ISAAC SDK and GEMs out-of-the-box. Check out this SEEED Studio webinar on connecting your ROS Project to the Cloud with Nimbus.

  

Applications 

with edge AI partners, harness the power of cutting-edge AI technology to accelerate edge computing deployment in the real world across industries. Welcome to check out our Edge AI partner program.

 

Comparison among reComputer J40 and J30 series boards

Specifications

J3010

J3011

J4011

J4012

Module

Jetson Orin Nano 4GB

Jetson Orin Nano 8GB

Jetson Orin NX 8GB

Jetson Orin NX 16GB

AI Performance

20 TOPS

40 TOPS

70 TOPS

100 TOPS

GPU

512-core NVIDIA Ampere architecture GPU with 16 Tensor Cores

1,024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores

1024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores

GPU Max Frequency

625 MHz

765 MHz

918 MHz

CPU

6-core Arm® Cortex®-A78AE v8.2 64-bit CPU

1.5MB L2 + 4MB L3

6-core Arm® Cortex®-A78AE v8.2 64-bit CPU 1.5MB L2 + 4MB L3

8-core Arm® Cortex®-A78AE v8.2 64-bit CPU 2MB L2 + 4MB L3

CPU Max Frequency

1.5 GHz

2 GHz

Memory

4GB 64-bit LPDDR5

34 GB/s

8GB 128-bit LPDDR5

68 GB/s

8GB 128-bit LPDDR5 102.4GB/s

16GB 128-bit LPDDR5 102.4GB/s

DL Accelerator

/

1x NVDLA v2

2x NVDLA v2

DLA Max Frequency

/

614 MHz

Vision Accelerator

/

1x PVA v2

Storage

128GB NVMe SSD

Video Encoder

1080p30 supported by 1-2 CPU cores

1x 4K60 (H.265) | 3x 4K30 (H.265)

6x 1080p60 (H.265) | 12x 1080p30 (H.265)

Video Decoder

1x 4K60 (H.265)

2x 4K30 (H.265)

5x 1080p60 (H.265)

11x 1080p30 (H.265)

1x 8K30 (H.265) | 2x 4K60 (H.265) | 4x 4K30 (H.265)

9x 1080p60 (H.265) | 18x 1080p30 (H.265)

Display

1* HDMI 2.1

CSI Camera

2* CSI (2-lane 15pin)

Networking

1* Gigabit Ethernet (10/100/1000M)

USB

4* USB 3.2 Type-A (10Gbps); 1* USB2.0 Type-C (Device Mode)

M.2 Key M

1* M.2 Key M

M.2 Key E

1* M.2 Key E

Fan

1* 4 pin Fan Connector(5V PWM)

CAN

1* CAN

Multifunctional Port

1* 40-Pin Expansion header,1* 12-Pin Control and UART header

RTC

RTC 2-pin, RTC socket (supports CR1220 but not included)

Power

9-19V

Power Supply

DC 12V/5A(Barrel Jack 5.5/2.5mm)

Temperature

-10℃~60℃

Mechanical

130mm x120mm x 58.5mm

  

Hardware Overview

Interface-rich reference carrier board

Seeed carrier board for reComputer J3010 is a high-performance, interface-rich board, providing HDMI 2.1, Gigabit Ethernet, USB 3.2, M.2 key E, M.2 key M, CSI camera, CAN, GPIO, I2C, I2S, fan, and other rich peripheral interfaces.

Take advantage of the small form factor, sensor-rich interfaces, and big performance to bring new capabilities to all your embedded AI and edge systems.

 

Part List

NVIDIA Jetson Orin™ Nano 4GB or 8GB

x1

Seeed carrier board (reComputer J401) x1

x1

240GB NVMe SSD x 1

x1

AW-CB375NF Dual-Band Wireless NIC WiFi5 Module x1

x1

Antennas x2

x2

Aluminum heatsink with fan x1

x1

3D Printed Case in Carbon Fiber ABS and PETG Magnetic Mount Top x1

x1

12V/5A(Barrel Jack 5.5/2.5mm) Power Adapter

x1

 

FAQ

What is the difference between Jetson Developer Kits and Jetson modules?

Each Jetson developer kit includes a non-production specification Jetson module attached to a reference carrier board. Together with JetPack SDK, it is used to develop and test software for your use case. Jetson developer kits are not intended for production use.

Jetson modules are suitable for deployment in a production environment throughout their Jetson FAQ | NVIDIA Developer. Each Jetson module ships with no software pre-installed; you attach it to a carrier board designed or procured for your end product, and flash it with the software image you’ve developed.

 

Documents:

 reComputer J401 schematic design file

 

Learn

CVEDIA-RT is a modular, cross-platform AI inference engine that provides the solid foundations for building decision support systems. It's designed from the ground-up with developers and integrators in mind, providing both high and low-level interfaces.

Lumeo is a no-code video analytics platform that enables you to rapidly design, deploy, and monitor custom video analytics and other vision-AI enabled applications.

Generally, NVIDIA provides "OTA Payload Package Update" mechanism which allows users to update their Jetson devices to newer versions of JetPack. Eventhough it seems convenient to update the OS of Jetson devices, there is an additional effort which users need to make. That is, users need to host an OTA server to deliver the OTA Payload Package to Jetson devices. It will be a huge effort for users to handle in addition to generating the OTA Payload Package.

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