Previously, I ran a ResNet18-based model inference using the classification program provided by Milk-V Duo, but I haven’t delved deeply into how the specific C++ program runs. Here, I found the source code and will briefly analyze the TPU program’s execution process, mainly referencing the official “CVITECK TPU SDK User Guide”. 1. Basic Development Process … Read more
0. Introduction OpenCV (Open Source Computer Vision Library: http://opencv.org) is an open-source library that contains hundreds of computer vision algorithms. It is essentially a C++ API, rather than the C-based OpenCV 1.x API (the C API has been deprecated since the release of OpenCV 2.4 and has not been tested with C compilers). Since OpenCV’s … Read more
Recently, a major news story in the tech world is that Nvidia is set to acquire ARM, confirming months of rumors and causing a significant stir. In the field of computer processors, Intel, Nvidia, and ARM have traditionally coexisted, each managing their own business segments. Intel dominates the traditional CPU market; Nvidia’s GPUs are the … Read more
Reply to the public account: course, to obtain resources. RK3588 C++ Visual Deployment Course Introduction {“type”:”load_by_key”,”key”:”banner_image_0″,”image_type”:”search”} 1. Course Details This course focuses on in-depth explanations of visual deployment using C++ on the RK3588 platform. As a leading domestic chip, the RK3588 features a quad-core Cortex-A76 and a quad-core Cortex-A55 processor architecture, combined with an integrated … Read more
Abstract Introduction In the field of image processing, the seamless collaboration between OpenCV and NumPy in the Python ecosystem has become the industry standard. When developers transition to Rust, they face the integration challenges of the two core libraries, <span>opencv</span> and <span>ndarray</span>. This article delves into a comprehensive technical solution for combining these two libraries … Read more
In the field of embedded application development, OpenCV has become the preferred tool for developers handling computer vision tasks due to its rich functionality. Buildroot provides a convenient embedded system build environment, with the default integrated version of OpenCV being 4.5.4. However, in practical applications, different projects often have specific requirements regarding functionality and performance, … Read more
When traditional PLCs meet AI vision, a $2000 edge computing solution is disrupting the market for intelligent cameras priced over $10,000. This article will break down the conveyor foreign object sorting system based on OpenCV, revealing the true costs of implementing industrial AI. 1. System Architecture: Three-Tier Collaborative Model 2. Core Hardware Cost List (Based … Read more
# PaddleOCRv5 C++ Inference Project Tutorial ## 1. Project Overview This project is based on PaddleOCR v5, utilizing Paddle Inference and OpenCV to implement text detection and recognition in both Chinese and English, supporting orientation classification, suitable for secondary development and deployment on the Windows platform. ## 2. Environment Preparation – Operating System: Windows 10/11 … Read more
Click the card below to follow “Computer Vision Home“ Visual/Image processing insights delivered promptly! In this article, we will explore how to set up a pose detection AI system using the Raspberry Pi 4 and Coral USB Accelerator.Pose detection AI is an engaging application that allows computers to recognize and analyze human poses in real-time, … Read more
Programming Virtual Reality and Augmented Reality in C Language In today’s technological era, Virtual Reality (VR) and Augmented Reality (AR) technologies are gradually becoming part of our lives. Although these technologies are often associated with advanced programming languages such as C++, C#, or Python, we can also use the C language to implement some basic … Read more