Nvidia Jetson Nano Keras

The nvidia jetson nano developer kit is a small ai computer for makers learners and developers.

Nvidia jetson nano keras. Yolo v3 install and run yolo on nvidia jetson nano with gpu duration. Chengwei 1 year 2 months ago i wrote how to run keras model on jetson nano a while back where the model runs on the host os in this tutorial i will show you how to start fresh and get the model running on jetson nano inside an nvidia docker container. 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.

In today s tutorial you will learn how to configure your nvidia jetson nano for computer vision and deep learning with tensorflow keras tensorrt and opencv. This tutorial shows the complete process to get a keras model running on jetson nano inside an nvidia docker container. Sudo apt install python3 numpy python3 scipy python3 h5py python3 six python3 theano python3 yaml python3 keras this is the long form of the command in order to show what packages are installed as dependencies of python3 keras. In addition the keras model can inference at 60 fps on colab s tesla k80 gpu which is twice as fast as jetson nano but that is a data center card.

Conclusion and further reading now try another keras imagenet model or your custom model connect a usb webcam raspberry pi camera to it and do a real time prediction demo be sure to share your results with us in the comments below. After following along with this brief guide you ll be ready to start building practical ai applications cool ai robots and more. Could not find a version that satisfies the requirement opencv python from. I get the following error.

You can also learn how to build a docker container on an x86 machine push. Hello i am trying to install keras ocr on jetson nano.