Nvidia Jetson Tx2 Deep Learning

Jetson tx2 is nvidia s latest board level product targeted at computer vision deep learning and other embedded ai tasks particularly focused on at the edge inference when a neural network analyzes new data it s presented with based on its previous training figure 1 it acts as an upgrade to both the tegra k1 soc based jetson tk1 covered in insidedsp in the spring of 2014 and the.

Nvidia jetson tx2 deep learning. Developers data scientists researchers and students can get practical experience powered by gpus in the cloud. I work in deep learning and have been able to get the jetson tx2 set up and run examples. The jetson platform includes modules such as jetson nano jetson agx xavier and jetson tx2. Back in september we installed the caffe deep learning framework on a jetson tx1 development kit.

Machine deep learning applications using the v93000 and nvidia jetson tx2. I have also been able to run my own custom tensorflow model on jetson. The nvidia deep learning institute dli offers hands on training in ai accelerated computing and accelerated data science. Its high performance low power computing for deep learning and computer vision gives you a powerful platform for building software defined autonomous machines.

March 24 2017 kangalow caffe deep learning 21. Jetson is also the perfect tool for you to introduce ai to your students and teach them popular machine learning frameworks. 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.

The jetson tx2 also supports nvidia jetpack a complete sdk that includes the bsp libraries for deep learning computer vision gpu computing multimedia processing and much more. This guide describes the prerequisites for installing tensorflow on jetson platform the detailed steps for the installation and verification and best practices for optimizing the performance of the jetson platform. Jetson for ai education nvidia jetson is the world s leading embedded ai computing platform. Benefits of tensorflow on jetson platform.

Welcome to our instructional guide for inference and realtime dnn vision library for nvidia jetson nano tx1 tx2 xavier nx agx xavier. This repo uses nvidia tensorrt for efficiently deploying neural networks onto the embedded jetson platform improving performance and power efficiency using graph optimizations kernel fusion and fp16 int8 precision. With the advent of the jetson tx2 now is the time to install caffe and compare the performance difference between the two.