“ Limited GPU memory, tight budget, and want a large model to learn new skills? LoRA allows you to “make a little change for a big difference” by training only a small number of parameters, enabling rapid fine-tuning of models for specialized domains. This article guides you through the LoRA fine-tuning process from principles to … Read more
Introduction: This afternoon, I arranged to have tea with Wu Da Si Ge and Li Huizhang from Wuhan Textile University. While waiting for them to arrive, I would like to share some of my personal thoughts on the currently popular concept of AI Agents. 1. Differences between AI Agents and Agentic AI. They are two … Read more
Click the blue text to follow us In the field of smart audio recognition, how to combine powerful audio processing capabilities with low power consumption and low-cost hardware has always been a direction explored by developers. Today, we will take you into an audio classification project based on the Espressif ESP32-S2 module, which not only … Read more
News Summary Arm Helium technology, as a new M-Profile Vector Extension vector enhancement scheme, brings enhanced computing capabilities to the Armv8.1-M architecture. The new architecture can increase machine learning capabilities for the smallest edge devices by 15 times and improve signal processing performance by 5 times. The new architecture is designed for the next generation … Read more
Industrial Internet of Things: The Core Role in Industry 4.0 The Fourth Industrial Revolution is fundamentally changing the business landscape by seamlessly integrating intelligent technologies into manufacturing, automation, and computing..The Industrial Internet of Things (IIoT) plays a core role in this transformation.. Regardless of the size of the company or the scope of global operations, … Read more
This article is reprinted from: Arm Community In the continuously evolving Internet of Things (IoT) environment, software complexity is increasing, and edge devices require greater performance, energy efficiency, and security than ever before. The Arm® Cortex®-A series products meet this demand by bringing advanced computing capabilities to power-constrained devices, providing enhanced artificial intelligence (AI) processing … Read more
Functional Dyspepsia (FD) is a common functional gastrointestinal disorder characterized by self-reported symptoms such as upper abdominal pain, upper abdominal burning, postprandial fullness, and early satiety, which cannot be explained by routine clinical evaluations. Epidemiological studies indicate that approximately 20% of the global population suffers from dyspepsia, with 80% of these individuals lacking endoscopic evidence … Read more
EdgeML (Edge Machine Learning) and TinyML (Tiny Machine Learning) are two important subfields that have rapidly developed in the field of artificial intelligence in recent years. They both aim to deploy machine learning models’ inference (and sometimes even training/fine-tuning) close to the data source (sensors, devices), rather than relying on cloud data centers. This brings … Read more
According to reports from Electronic Enthusiasts (by Zhou Kaiyang), as users, we have witnessed the evolution of artificial intelligence from products to functionalities, and this trend is now spreading to the edge. However, due to strict power consumption and computing requirements at the edge, some existing solutions perform poorly, leading to edge AI often being … Read more
Click on the above “StarryHeavensAbove” to stay updated ↑ First, let’s look at the news: “SANTA CLARA, Calif., May 3, 2017 – VeriSilicon Holdings Co., Ltd. (VeriSilicon), a Silicon Platform as a Service (SiPaaS®) company, today announces VIP8000, a highly scalable and programmable processor for computer vision and artificial intelligence. It delivers over 3 Tera … Read more