Author: Linda Wilson Figure 1: Porsche uses a machine vision system to project light patterns onto the car surface and captures the reflected light through image acquisition. Porsche is a representative of high-end luxury cars. Consumers who purchase a Porsche expect every component of the car to be flawless, including the paint finish. This is … Read more
Driven by the waves of Industry 4.0 and the Internet of Things (IoT), traditional cloud computing architectures are facing new challenges such as massive data, real-time response, and data security. It is against this backdrop that AI edge controllers have emerged as a key bridge connecting the physical world with digital intelligence. Today, we will … Read more
↑ ClickBlue text Follow the Open Source Workshop for Machine VisionIntroduction In modern industrial production, tiny object detection (such as surface defects on parts and pin defects on electronic components) has always been a key challenge in the field of visual inspection. Traditional detection algorithms often suffer from significant accuracy degradation when faced with tiny … Read more
Click the blue text Follow us This public account is a non-profit MEMS technology dynamic and industry reporting platform under the Guangdong Microtechnology Industrial Research Institute. We publish in-depth reports on MEMS, track industry dynamics, and provide technical popularization every week. This article is a technical popularization and is the 151st article of the public … Read more
People often ask, “What is your detection accuracy?”. As the “skeleton” of electronic products, PCBs are essential in almost all electronic devices, from mobile phones to cars and servers. Nowadays, PCBs are evolving towards high density and multilayer designs, and relying solely on manual inspection cannot keep up with production capacity. Machine vision has become … Read more
Agricultural robots refer to autonomous equipment engaged in tasks such as crop phenotyping, agricultural condition inspection, soil moisture detection, weed removal, land leveling, and selective harvesting of specialty crops in field environments. Key technologies include precise navigation, machine vision, intelligent decision-making, autonomous movement, and smart operation control. # 01 Information Acquisition Robots Field information acquisition … Read more
Against the backdrop of a global electronic industry recovery, accelerated domestic substitution, and a continuous increase in AIoT penetration, a number of local companies with core technological barriers and clear product strategies are gradually emerging, with Rockchip Electronics being a typical representative. 1. Company Overview: From Technical Depth to AIoT Industry Leader Founded in 2001 … Read more
Agricultural robots refer to autonomous equipment that performs tasks such as crop phenotyping, agricultural condition inspection, soil moisture detection, weed removal, land leveling, and selective harvesting of specialty crops in field environments. Key technologies include precise navigation, machine vision, intelligent decision-making, autonomous movement, and smart operation control. # 01 Information Acquisition Robots Field information acquisition … Read more
On September 3, Xiangdi Xian revealed on the investor interaction platform that the new generation “Fuxi” architecture chip developed by Xiangdi Xian has completed tape-out verification. This chip exhibits excellent performance in graphics rendering capabilities and parallel computing performance, with its performance and technical specifications comparable to the advanced levels of international mainstream display chips. … Read more
Click on the above “Beginner’s Guide to Vision” to select Star or Top. Important information delivered promptly With the advancement of imaging technology, the types of cameras and their interfaces continue to evolve to meet the demands of various applications. For machine vision applications in industries such as semiconductor, electronics, biotechnology, assembly, and manufacturing, using … Read more