Jetson NANO

Nvidia Jetson Nano: Custom Object Detection from Scratch Using TensorFlow and OpenCV

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Nvidia Jetson Nano: Custom Object Detection from Scratch Using TensorFlow and OpenCV

Author of this article: Reprinted from: https://medium.com/swlh/nvidia-jetson-nano-custom-object-detection-from-scratch-using-tensorflow-and-opencv-113fe4dba134 The purpose of this blog is to guide users in creating a custom object detection model optimized for performance to be used on the NVidia Jetson Nano. Table of Contents: Required Materials Creating a Custom Dataset Preprocessing Labeling Creating TFRecords CNN Training Model Installing Raspberry Pi Camera on … Read more

How Can Development Boards Be Used? American Scholars Use Jetson Nano to Support Portable AI Prosthetics, Controlling Each Finger

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How Can Development Boards Be Used? American Scholars Use Jetson Nano to Support Portable AI Prosthetics, Controlling Each Finger

Source: Machine Heart This article is approximately 1270 words long, recommended reading time is 3 minutes. This article introduces an experimental neural prosthetic controlled by embedded deep learning proposed by researchers from the University of Minnesota and other institutions. How else can Jetson Nano be used? In recent years, deep learning-based neural decoders have become … Read more

NVIDIA Jetson Nano 2GB Series Article (29): DeepStream Object Tracking Functionality

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NVIDIA Jetson Nano 2GB Series Article (29): DeepStream Object Tracking Functionality

In the application of computer vision, “recognition” is just a relatively basic technology. Many people often question during the execution of deep learning inference applications, “What is the use of the recognized categories?” Confirming how many types we want to recognize in each frame of the image and their positions in the image is just … Read more

Unboxing Video of the NVIDIA Jetson NANO Second Generation Development Kit

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Unboxing Video of the NVIDIA Jetson NANO Second Generation Development Kit

This is our first original unboxing video. The filming equipment is quite basic, but the post-production is decent, so please support us! You can read the text introduction here: Unboxing of the NVIDIA Jetson NANO Second Generation Development Kit Many people are probably on their way home for the New Year, and I wish everyone … Read more

Building a Simple Cat-Dog Classifier with NVIDIA Jetson Nano

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Building a Simple Cat-Dog Classifier with NVIDIA Jetson Nano

This article will use the Jetson Nano to create a very simple cat-dog classifier, utilizing PyTorch’s ImageFolder to create the dataset and DataLoader to load the dataset, and learning to train with a self-built CNN. Finally, we will extract test images for prediction. Jetson Nano Remote Setup Today we will operate on the Jetson Nano … Read more

Running Android Apps on Jetson Nano 2GB Using Anbox

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Running Android Apps on Jetson Nano 2GB Using Anbox

**The Jetson Nano 2GB is a high-performance, cost-effective embedded platform from NVIDIA. Although small, it is powerful, but unfortunately, it lacks native Android system support. Currently, to experience Android on the Jetson platform, one can run an Android system in a virtual machine or use a platform like Anbox. Anbox is developed based on containers … Read more

NVIDIA Jetson Nano 2GB Unboxing Introduction

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NVIDIA Jetson Nano 2GB Unboxing Introduction

NVIDIA Jetson Nano has sparked a wave in the global AIOT edge computing application field since its launch in 2019. It was awarded “Best AI Processor” in the 2020 Best Vision Products list published by the Edge AI and Vision Alliance. This is mainly because the NVIDIA Jetson Nano chip fully meets the six major … Read more

Installing and Using Cameras with NVIDIA Jetson Nano 2GB

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Installing and Using Cameras with NVIDIA Jetson Nano 2GB

In the previous article of this series, we introduced the visual function library. In this article, we will guide you through the installation and usage of cameras. In both AI deep learning and IoT applications, visual processing occupies a significant usage proportion, and cameras are the most commonly used data source devices. This article will … Read more

How NVIDIA Jetson NANO Enhances Soybean Yield

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How NVIDIA Jetson NANO Enhances Soybean Yield

Soybeans are one of the world’s major oilseed crops and are the primary raw materials for producing protein and oil. They are widely cultivated around the world and are often used to make soybean products. To ensure the continuous growth of soybean yield, more high-quality seeds are needed for planting. Therefore, effectively screening excellent soybean … Read more