Summary of Line Detection Algorithms

Summary of Line Detection Algorithms

Click on the above“Visual Learning for Beginners” to selectStar or “Pin” Important content delivered first time. 1. Scene Requirements In the field of computer vision, we often need to perform some special tasks, and line detection algorithms are frequently used in tasks such as lane detection, length measurement, etc. Although line detection tasks seem relatively … Read more

Object Tracking Based on YOLO and Computer Vision

Object Tracking Based on YOLO and Computer Vision

Click on the above “Beginner Learning Vision” to select Star or Pin. Important content delivered immediately YOLO is a deep learning algorithm used for real-time object detection. You can use pre-trained YOLO models like YOLOv8 or YOLOv9, or train your own model on a custom dataset as needed. In this article, I will guide you … Read more

Common Image Processing Libraries in Machine Vision

Click on the above “Beginner Learning Vision” to select “Star” or “Top” Important content delivered promptly When studying and researching image processing, the first task is to choose a suitable image processing library. In this issue, we will briefly introduce the pros and cons of various image libraries. OpenCV, Intel IPP, Halcon, MATLAB, OpenGL, EmguCv, … Read more

Essential Knowledge Summary for Digital Image Processing

Click the "Visual Learning for Beginners" above, select "Star" or "Top" Heavyweight content delivered first time Basic Knowledge1. Digital Image:A digital image, also known as a digital photo or pixel image, is a two-dimensional image represented by a finite number of digital pixel values. A digital image is obtained by digitizing an analog image and … Read more

Comprehensive Summary of 8 Common Line Detection Algorithms

Comprehensive Summary of 8 Common Line Detection Algorithms

Click the "Xiaobai Learns Vision" above, select to add "Star" or "Top" Heavy content delivered in real time Editor | Jiang Dabai Author丨Technical Explorer @CSDN Link丨https://blog.csdn.net/WZZ18191171661/article/details/101116949 1. Scene Requirements In the field of computer vision, we often need to perform some special tasks, many of which involve line detection algorithms, such as lane line detection … Read more

Common Image Processing Techniques

Common Image Processing Techniques

Click the above “Beginner’s Guide to Vision“, select to add “Star” or “Top“ Essential content delivered at the first opportunity In this article, let us learn the following content. Using some common image processing techniques through PIL and OpenCV, such as converting RGB images to grayscale, rotating images, denoising images, detecting edges in images, and … Read more

Beginner’s Guide to Machine/Deep Learning

Beginner's Guide to Machine/Deep Learning

Click the above “Beginner’s Visual Learning” to choose to add “Starred” or “Pinned“. Heavyweight content delivered to you first Author: Song Gu Source: Zhihu Link: https://zhuanlan.zhihu.com/p/33194897 Editor: Wang Meng (Deep Learning Go Go Go public account) Copyright belongs to the author, this article is for academic sharing only. If there is any infringement, please contact … Read more

Fundamentals of Image Processing

Fundamentals of Image Processing

Click on the "Xiaobai Learns Vision" above, select to add "Star" or "Top" Heavy content, delivered first time Image 1. Analog Image An analog image, also known as a continuous image, refers to an image that continuously varies in a two-dimensional coordinate system, meaning the image points are infinitely dense and possess gray values (i.e., … Read more

Why Image Recognition Needs to Convert Color Images to Grayscale

Why Image Recognition Needs to Convert Color Images to Grayscale

Click the above “Beginner Learning Vision” and choose to add Star or “Pin” Important Content Delivered First Hand Previously, when introducing OCR recognition technology, we mentioned grayscale conversion in the image preprocessing section. You might wonder: Why do we need to convert color images to grayscale for image recognition? Before explaining this question, we need … Read more

Generate Subtitles Using Python and OpenCV

Generate Subtitles Using Python and OpenCV

Click on the above “Beginner’s Visual Learning” to select and add Star or Top. Important content delivered at the first time View the code on GitHub https://github.com/antoneev/66DaysOfData/tree/main/captionSuggestionsUsingLyrics View the deployed application https://share.streamlit.io/antoneev/66daysofdata/main/captionSuggestionsUsingLyrics/app.py Table of Contents Introduction Color Detection Object Detection Similar Word Suggestions Lyrics Genius API Main Function Streamlit Deployment Resources Introduction The purpose of … Read more