Efficient Deep Learning Computation: From TinyML to LargeLM

Efficient Deep Learning Computation: From TinyML to LargeLM

Deep learning dominates various fields and fundamentally changes human society. Efficiency is a key factor in democratizing deep learning and expanding its application scope. This has become increasingly important as Moore’s Law slows down and the pace of model size expansion accelerates. We need efficient algorithms and systems to help bridge this gap. In this … Read more

Ultra Lightweight! AI Model Compiler MegCC Open Source Reduces Inference Engine Size

Ultra Lightweight! AI Model Compiler MegCC Open Source Reduces Inference Engine Size

Currently, there are quite a few mobile deep learning inference frameworks in the community (such as NCNN, MNN), which provide considerable convenience for community users to deploy deep learning on mobile devices. However, these inference frameworks share a common problem: as they continue to iterate and optimize performance, the runtime libraries gradually increase in size. … Read more

Surface Defects and Detection Methods of LCD Panels

Surface Defects and Detection Methods of LCD Panels

Click on the "Xiaobai Learns Vision" above, select to add "Star" or "Top" Heavy content delivered first Source | Machine Vision Salon With the rapid development of the new generation of information communication technology, the market demand for terminal devices such as smartphones, tablets, and smart home products continues to grow, leading to a sharp … Read more

Unexpected Ways to Open MATLAB

Unexpected Ways to Open MATLAB

Unexpected Ways to Open MATLAB ยท From October 29 to 31, 2019, the Information Construction Management Service Center of Nanjing University will invite the MATLAB team to bring a series of special lectures to the faculty and students. What is MATLAB? What can MATLAB be used for? Let this article tell you! MATLAB, short for … Read more

Introduction to Matlab Software

Introduction to Matlab Software

Share interests, spread happiness, increase knowledge, and leave beauty behind. Dear you, this is LearningYard Academy! Today, the editor brings you an introduction of Matlab software Welcome to visit with your heart! The reading time of this tweet is about 5 minutes, please read it with patience. 1 What is Matlab? MATLAB is a commercial … Read more

Useful Learning Software – MATLAB

Useful Learning Software - MATLAB

EngineeringNewMediaTechnology AlwaysUnderstandYouBest Introduction MATLAB is a comprehensive mathematical computation software that holds significant importance in mathematical analysis, digital image processing, and engineering science, providing comprehensive simulation solutions for engineering and digital applications. It has now been applied in various fields. It has become one of the essential software for many university students, and now I … Read more

MATLAB Data Analysis, Image Processing, and Machine Learning Training

MATLAB is an interactive programming software developed by MathWorks in the USA, used for scientific computing and engineering simulation. It integrates a wide range of powerful functions, including symbolic computation, numerical analysis, matrix computation, scientific data visualization, data processing, machine learning, image processing, signal processing, computational finance, computational biology, and modeling and simulation of nonlinear … Read more

Overview of Automatic Anomaly Detection Methods in Industrial Control Systems

Overview of Automatic Anomaly Detection Methods in Industrial Control Systems

Traditional industrial control systems differ from the open systems of the Internet, being individual and closed. However, with the application of industrial internet platforms, more and more devices are connected to enterprise networks, leading to an increasing number of cybersecurity issues. Traditional methods based on network traffic have encountered difficulties in anomaly detection, challenges in … Read more

CVPR 2024 Tutorial: Practical Methods for Developing and Deploying Optimized Edge AI Models

CVPR 2024 Tutorial: Practical Methods for Developing and Deploying Optimized Edge AI Models

Source: ZHUAN ZHI This article is approximately 1200 words long and is recommended for a 5-minute read. The tutorial on "Edge Artificial Intelligence" from the IT University of Copenhagen is worth noting! From June 17 to 21, 2024, one of the top events in the field of computer vision, the International Conference on Computer Vision … Read more

Edge Computing: Key Issues and Future Challenges

Edge Computing: Key Issues and Future Challenges

1. Background Introduction With the rapid development of mobile communication technology and intelligent applications, the number of mobile devices and network data traffic has grown exponentially, placing a huge burden on the network and posing significant challenges in meeting user demands. Edge caching technology utilizes edge nodes to bring computing and storage resources closer to … Read more