The Secrets Behind STM32 Image Classification in Embedded Machine Learning

The Secrets Behind STM32 Image Classification in Embedded Machine Learning

Where does the speed improvement of STM32 come from? That’s right! The component that accelerates the image classification processing speed of STM32 is the Digital Signal Processor (DSP). Currently, Arm‘s Cortex-M4, Cortex-M7, Cortex-M33, and Cortex-M35P microcontroller cores all come with DSP. Compared to CPU (which excels at scheduling), DSP is very good at computations, handling … Read more

Image Overlay Using MATLAB for Blurred Image Processing

Image Overlay Using MATLAB for Blurred Image Processing

[Editor’s Note:] Remember the post published on December 3, 2020, titled “Infinitely Weak Image Recognition Stitching Program” (see related link 14 at the end of the article, for easy reference, all related links about image processing are listed), which was very practical, and the editor tested it with their own photos, achieving good results. Today’s … Read more

Image Processing Using SVM on FPGA

Image Processing Using SVM on FPGA

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