Build a Jetson TX2 Deep Learning Neural Network

Published By

The Jetson platform is an extremely powerful way to begin learning about or implementing deep learning computing into your project. Start building a deep learning neural network quickly with NVIDIA's Jetson TX1 or TX2 Development Kits or Modules and this Deep Vision Tutorial.

What is Deep Learning?

The two main phases of deep learning network development are training and inference. NVIDIA provides a concise introduction to both in their Explanation of Deep Learning tutorial.

0917_jetson_article_1

  1. Deep Learning System Setup

  2. This tutorial uses a host PC for training the Deep Neural Networks (DNNs) alongside a Jetson for inference. The host PC is used to flash the Jetson device with the current JetPack SDK version. Also learn how to install Ubuntu on the Host, how to run JetPack on the Host, install NVIDIA drivers and more!

  3. NVIDIA Image Recognition

  4. Use NVIDIA’s ‘imageNet’ to begin recognizing specific images and representing them as a probability of being a desired object.  NVIDIA provides a live camera program, a command line interface and a database of 1000 pre-trained objects to use with AlexNet and GoogleNet networks.

  5. NVIDIA Digits Object Detection

  6. Learn how to use NVIDIA's ‘detectNet’ object detection / localization network to physically locate objects being seen by the camera rather than just identifying their probability of being a specific object.

  7. Segmentation

  8. Learn how to use a pre-trained ‘segNet’ recognition model for environmental sensing and collision avoidance by providing fully-convolutional segmented models capable of per-pixel labeling of an object with a simple 2D image input.

Protoype Faster Than Ever

NVIDIA’s Two Days to a Demo tutorial provides users with all of the necessary tools, including guides, software samples and even pre-trained network models to help you get started building your own deep learning neural network. Whether you are using the Jetson TX2 or a different platform, this tutorial will help you get your own proof-of-concept. 

0917_jetson_article_2

With NVIDIA's step-by-step intro and the power of the Jetson platform, you'll be implementing deep learning into your designs in no time.

See related product

900-83310-0001-000 | Jetson TX2 Module

NVIDIA System on Modules - SOM View

See related product

900-82180-0001-000 | Jetson TX1 Module

NVIDIA System on Modules - SOM View

See related product

945-82771-0000-000 | Jetson TX2 Developer Kit

NVIDIA Embedded System Development Boards and Kits View

See related product

945-82371-0000-000 | Jetson TX1

NVIDIA Embedded System Development Boards and Kits View

Latest News

Sorry, your filter selection returned no results.

We've updated our privacy policy. Please take a moment to review these changes. By clicking I Agree to Arrow Electronics Terms Of Use  and have read and understand the Privacy Policy and Cookie Policy.

Our website places cookies on your device to improve your experience and to improve our site. Read more about the cookies we use and how to disable them here. Cookies and tracking technologies may be used for marketing purposes.
By clicking “Accept”, you are consenting to placement of cookies on your device and to our use of tracking technologies. Click “Read More” below for more information and instructions on how to disable cookies and tracking technologies. While acceptance of cookies and tracking technologies is voluntary, disabling them may result in the website not working properly, and certain advertisements may be less relevant to you.
We respect your privacy. Read our privacy policy here