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

7 Steps of Machine Learning

7 Steps of Machine Learning

Click on the above“Beginner’s Guide to Computer Vision”, choose to addStar or Top” Essential knowledge delivered promptly. Machine learning is a field of high interest among technology enthusiasts. As a branch of Artificial Intelligence (AI), it is essentially an algorithm or model that can improve itself through “learning,” thus becoming increasingly proficient at executing its … Read more

Introduction to Machine Learning

Introduction to Machine Learning

Click on the above “Beginner Learning Vision“, select to add “Starred” or “Pinned“ Heavyweight content delivered at the first time 1. Overview of Machine Learning Machine learning is the process of acquiring “knowledge” by learning from existing training data and then applying that “knowledge” to new data. The learning process from existing training data can … Read more

30 Essential Computer Vision Projects for Beginners

30 Essential Computer Vision Projects for Beginners

There are many questions online about how to get started in computer vision. Most authors emphasize that practical projects and theoretical learning are equally important, as over-focusing on theory while neglecting practice can easily lead to the path of ‘from beginner to giving up.’ Although there is a consensus on this, there is no systematic … Read more

Overview of Essential OpenCV Knowledge for Computer Vision

Overview of Essential OpenCV Knowledge for Computer Vision

Click on the above “Beginner Learning Vision”, select to add Star or “Top” Valuable content delivered promptly This article is adapted from | Machine Learning Laboratory Today I am very happy to share an article about OpenCV, focusing on the following questions: 1. How to deploy OpenCV. 2. What modules does OpenCV have and what … Read more

Differences Between Image Processing, Computer Vision, and AI

Differences Between Image Processing, Computer Vision, and AI

Click the above “Beginner’s Guide to Vision” and select “Star” or “Pin” Important content delivered first<br/> Author: Pallawi Original link: https://medium.com/@pallawi.ds/difference-between-image-processing-computer-vision-and-artificial-intelligence-af670d65055d Translation: AI Algorithms and Image Processing Image processing and computer vision are incredibly exciting fields of research. With advancements in artificial intelligence, both fields are continuously evolving. You will find that any product named … Read more

Six Dimensions to Fully Understand the Difference Between Machine Vision and Computer Vision!

Six Dimensions to Fully Understand the Difference Between Machine Vision and Computer Vision!

Click on the above“Beginner Learning Vision” and select to add “Star” or “Pin” Heavyweight content delivered at the first time I saw this question on Zhihu today: What is the difference between machine vision and computer vision? Many beginners are confused by this question. After looking at various answers, I personally agree with the answer … Read more