Click the blue text above Follow us! Autonomous robots are intelligent machines that can understand and navigate their environment without human control or intervention. Although autonomous robot technology is relatively new, it has been widely applied in various fields such as factories, warehouses, cities, and homes. For example, autonomous robots can be used to transport … Read more
Attention all workers! Today, I want to take you to witness a dramatic scene in the tech world—a once-glorious cloud computing is being overshadowed by its own offspring, Edge AI. This is not a family drama, but a revolution in data processing efficiency! Imagine this: cloud computing is like an old department store in the … Read more
In the global wave of digital transformation, edge AI is becoming the core engine for enterprises to break through efficiency bottlenecks. Facing Gartner’s prediction that “by 2025, half of enterprise data will be processed at the edge,” Intel is leveraging an “open ecosystem + full-stack solutions” strategy to launch three innovative products: AI edge systems, … Read more
In the late night at the substation, cameras silently rotate. In the past, these devices could only record footage, waiting for manual inspections; now, with the help of edge AI video recognition technology, they can capture hazards such as equipment overheating, insulator breakage, and foreign object intrusion in real-time, issuing alerts within milliseconds. The power … Read more
The Power Game of Standard Setting Instruction Set Competition： RISC-V Vector Extension：The Andes AX45MPV core achieves INT8 matrix acceleration, outperforming the ARM Cortex-M55 by 40%, with licensing costs only 1/5. ARM Confidential Computing：Introduces Realm Management Extension (RME) to build hardware-isolated secure enclaves, fully adopted by Microsoft Azure Sphere. Middleware Undercover War： Apache TVM Unity：Supports direct … Read more
The significant performance enhancement of industrial robots and smart devices will fundamentally change the way we use artificial intelligence at the edge, as well as our understanding of cloud and data centers. Image Source: Gorodenkoff / Shutterstock Humanoid robots, smart devices, and autonomous driving are often considered lucrative business cases in the edge domain. However, … Read more
Edge AI achieves a closed loop of data “generation-processing-decision” by bringing intelligent computing down to terminal devices, while lightweight technologies become the core means to break through the bottlenecks of computing power, power consumption, and latency. This article systematically analyzes three major technical paths: model compression, hardware acceleration, and software-hardware collaboration, validating the effectiveness of … Read more
Click the blue text to follow us Java Edge AI Inference: Deploying TensorFlow Lite on Raspberry Pi To be honest, when I first encountered edge AI, I completely went in the wrong direction. I thought that simply shrinking the model would allow it to run, but I ended up hitting a lot of pitfalls. At … Read more
On February 28, leading edge AI company Yuntian Lifei (688343) released its 2024 annual performance report. The report shows that in 2024, it achieved a total revenue of 918 million yuan, a year-on-year increase of 81%. This strong revenue growth is mainly due to the increase in income from intelligent operation services and sales of … Read more
1. Evolution of Edge AI Technology From TinyML microcontroller-level inference to NVIDIA Jetson GPU-accelerated computing, the edge AI technology stack achieves a balance between computing power and power consumption. This tutorial covers the entire link of model lightweighting → real-time inference → offline deployment, focusing on solving core challenges such as model compression, hardware heterogeneity, … Read more