Embedded AI: Practical Image Processing with OpenCV

Embedded AI: Practical Image Processing with OpenCV

Embedded AI: Practical Image Processing with OpenCV Speaker Introduction Lu Ming AI Product Architecture Expert at OPEN AI LAB Graduated with a master’s degree from Shanghai Jiao Tong University, specializing in image processing. Previously worked at a leading global telecommunications equipment manufacturer, responsible for integrated circuit design and software development for communication systems. Afterward, he … Read more

AI Chip Acceleration! FPGA Breakthroughs in AI Computing Power

AI Chip Acceleration! FPGA Breakthroughs in AI Computing Power

High-performance computing chips have become one of the key factors in the competition for the digital economy and artificial intelligence, even determining the outcome of global computing power competition. What is a Computing Power Chip? A computing power chip is a special integrated circuit designed to provide powerful computing capabilities. As the core driving force … Read more

The Evolution of FPGA Software Stack in Programming

The Evolution of FPGA Software Stack in Programming

The billion-dollar data center market is divided among Altera, Xilinx, and otherFPGAs suppliers. After Intel acquired Altera in June 2015, this market became even more complex. Before the acquisition in 2014, Altera’s revenue of $1.9 billion had 16% from data center-related computing, networking, and storage businesses, totaling $304 million. Those communication and wireless equipment system … Read more

Mainstream Autonomous Driving Chips: GPU, FPGA, ASIC

Mainstream Autonomous Driving Chips: GPU, FPGA, ASIC

The current mainstream AI chips can be divided into three categories: GPU, FPGA, ASIC. Both GPU and FPGA are relatively mature chip architectures and belong to general-purpose chips. ASICs are chips customized for specific AI scenarios. The industry has confirmed that CPU is not suitable for AI computing, but it is still indispensable in the … Read more

Understanding the Differences Between GPU and FPGA

Understanding the Differences Between GPU and FPGA

(Source: techspot) Graphics Processing Units (GPUs) and Field Programmable Gate Arrays (FPGAs) are two of the three main types of processors used for imaging and other heavy computations. The Central Processing Unit (CPU) is the third type. Let’s delve into the main differences between GPUs and FPGAs, their advantages, common use cases, and when to … Read more

The Development History of Robots: From Mechanical Transmission to AI

The Development History of Robots: From Mechanical Transmission to AI

Engelberg, known as the “father of robotics,” passed away on December 3. The robotics industry association stated that because of him, robotics has become a global industry, highlighting his crucial role in the development of robotics. So, what significant events in the grand history of robotics are worth our understanding? First, let’s clarify what a … Read more

Atomic-Scale Phase Analysis of Layered Oxides

Atomic-Scale Phase Analysis of Layered Oxides

【Research Background】 Layered oxides are a class of cathode materials with significant applications in lithium-ion batteries. During battery operation, the complex phase transitions induced by electrochemical processes at the nanoscale remain one of the major obstacles to the development of the next generation of high energy density lithium-ion batteries. Generally, the phase degradation of layered … Read more

Brain-Inspired Computing Needs A Master Plan

Brain-Inspired Computing Needs A Master Plan

Introduction With the increasing demand for computing power, the energy consumption of modern computing systems is also rising, making it challenging to support the sustainable future development of artificial intelligence technologies. This energy issue largely stems from the traditional digital computing systems employing the classic von Neumann architecture, where data processing and storage occur in … Read more

Piezoelectric Vibration Sensor for Aircraft Engine Health Management

Piezoelectric Vibration Sensor for Aircraft Engine Health Management

01 Overview Disadvantages of Existing Technology: The gear in the aircraft engine, as a key component for power transmission, can lead to fuel line issues and power interruptions if it fails, posing a serious risk to flight safety. Therefore, condition monitoring is particularly important. Current gear fault detection methods rely on vibration sensors, but aircraft … Read more

Deep Learning Environment Setup Guide for Windows, Mac, and Ubuntu

Deep Learning Environment Setup Guide for Windows, Mac, and Ubuntu

Click on the above “Beginner Learning Visual“, choose to add “Star” or “Pinned“ Heavyweight content delivered promptly Getting started with deep learning, many people have experienced the bitter journey from beginner to abandonment, with countless individuals failing at the first hurdle: environment configuration issues. As the saying goes, if the environment is not set up … Read more