“ Nvidia launched a development board priced at only $99 at this year’s GTC – the Jetson Nano. This article will introduce how to get started with it, including the first boot, installing system packages, configuring the Python development environment, installing Keras and TensorFlow, modifying the default camera, and running classification and object detection tasks. … Read more
Introduction to Huawei Ascend Atlas 200I DK A2 Developer KitFeiteng FT-2000 Development Board: A Duet of Performance and SecurityXilinx EK-U1-ZCU104-G: A Development Board Choice with High Performance Processing Capability In today’s digital age, Artificial Intelligence (AI) has permeated every aspect of our lives, from smart homes to autonomous driving, from intelligent security to industrial automation, … Read more
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
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
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
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
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
**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 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
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