Click the blue text to follow us In today’s digital age, traditional access control systems can no longer meet the dual demands for security and convenience. This article will introduce a face recognition access control system developed based on MATLAB, which utilizes advanced PCA algorithms and SVM classification technology to achieve an intelligent experience of … Read more
Note: This is a practical machine learning project (including data + code + documentation), if you need data + code + documentation you can directly obtain it at the end of the article. 1. Project Background Breast cancer is one of the most common cancers among women worldwide, and early diagnosis is crucial for improving … Read more
1. Project Overview This project is a machine learning-based Partial Discharge (PD) image recognition system that uses the Support Vector Machine (SVM) algorithm to automatically classify different types of partial discharge images. The system provides RESTful API services through the FastAPI framework, allowing it to receive uploaded images and return recognition results. 2. Features • … Read more
Author｜Liao Fan Chun Qiu Source｜Zhihu When it comes to machine learning, everyone thinks of Python. Indeed, Python offers a wealth of machine learning libraries, such as sklearn, pytorch, tensorflow, etc. Many C++ libraries also provide Python interfaces, like dlib, which makes it very convenient to use. Although Matlab is not as open as Python, it … Read more
Introduction to SVM Face recognition is a frequently discussed topic in computer science and has gained significant attention due to the exponential growth of computing power. Face recognition has widespread applications in various fields such as robotics, biosecurity, and the automotive industry, involving the application of mathematical algorithms to input images to extract different features, … Read more