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

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

Composition and Working Principle of Electric Power Steering System (EPS)

Composition and Working Principle of Electric Power Steering System (EPS)

Typically, EPS consists of a torque sensor that detects the steering torque of the driver, an EPS ECU that calculates the assist torque based on the torque signal and controls the motor drive, a motor that generates assist, and a reducer that transmits the motor drive force to the steering mechanism. EPS Composition ▲ 1 … Read more

Common Solutions for Slow Deepstream Performance on NVIDIA Jetson Platform

Common Solutions for Slow Deepstream Performance on NVIDIA Jetson Platform

NVIDIA released the latest Deepstream 4.0. We have previously compiled notes on some new features and applications of Deepstream 4.0: NVIDIA Deepstream 4.0 Notes (1): Accelerating Real-Time AI Video and Image Analysis NVIDIA Deepstream 4.0 Notes (2): Smart Retail Scene Applications NVIDIA Deepstream 4.0 Notes (3): Smart Traffic Scene Applications NVIDIA Deepstream 4.0 Notes (4): … Read more

Installing DeepStream on NVIDIA Jetson

Installing DeepStream on NVIDIA Jetson

The previous installation process for the Jetson Orin development kit did not include the installation of the DeepStream intelligent analysis suite. Therefore, a separate installation process is required, and three installation methods are provided for users’ reference. 1. Install Using the DeepStream Compressed Package: Please visit https://developer.nvidia.com/deepstream-getting-started, and you will see the following image describing … Read more

Installing Development Environment for NVIDIA Jetson Orin

Installing Development Environment for NVIDIA Jetson Orin

The previous article has configured the Jetson Orin development kit with the Ubuntu 20.04 L4T (Linux for Tegra) desktop operating system, but the following required development resources have not been installed: CUDA Toolkit; cuDNN Neural Network Acceleration Library: TensorRT Inference Acceleration Engine; OpenCV Computer Vision Library; VPI Vision Programming Interface; DeepStream Intelligent Analysis Tool; In … Read more