Beginner’s Guide to Computer Vision

Beginner's Guide to Computer Vision

Click on the above “Beginner’s Guide to Vision” to select and add a Star or “Pin” Important content delivered at the first time Exploring Through the Eyes of Machines If we want machines to learn to think, we need to teach them how to see their surroundings with vision. – Fei-Fei Li, Director of the … Read more

Four Fundamental Tasks of Computer Vision

Four Fundamental Tasks of Computer Vision

Click on the above “Beginner’s Guide to Vision“, choose to add “Star” or “Top“ Important content delivered at the first time Reprinted from: Author | Zhang Hao Source | Zhihu(https://zhuanlan.zhihu.com/p/31727402) Introduction:Deep learning has become one of the fastest-growing and most exciting fields of machine learning. Many significant papers have been published, and there are many … Read more

Can Computers See? Understanding Computer Vision

Can Computers See? Understanding Computer Vision

1. The Birth of Vision Life on Earth experienced little change for billions of years after its emergence. They lay “flat” on the ocean floor, unable to move independently or hunt for food. It wasn’t until about 500 million years ago that evolution suddenly exploded, and in just a few tens of millions of years, … Read more

Commercial Applications of Computer Vision

Commercial Applications of Computer Vision

Click the “Beginner Learning Vision” above, and select to add “Star” or “Pin“ Important information delivered to you first 01. Introduction to Computer Vision What is computer vision? Why is it worth our time to understand? How does it work? What applications have commercial value? Let’s explore this topic together today. What is Computer Vision? … Read more

Understanding the Differences Between Industrial Vision and Computer Vision

Understanding the Differences Between Industrial Vision and Computer Vision

Click the above“Beginner’s Guide to Vision” and choose to add a Star or Pin. Important content delivered promptly Machine vision refers to the use of cameras, video cameras, and other sensors, combined with machine vision algorithms, to endow intelligent devices with the functions of human vision for tasks such as object recognition, detection, and measurement. … Read more

Fundamental Concepts of Computer Vision

Fundamental Concepts of Computer Vision

The fantasy that “machines can simulate the human visual system” is outdated. Since the first academic papers appeared in the 1960s, computer vision has come a long way, and modern systems have emerged that can be integrated into mobile applications. Today, due to its wide applications and immense potential, computer vision has become one of … Read more

Compiling and Installing GPU-Supported TensorFlow 1.8.0 from Source on Ubuntu 18.04

Compiling and Installing GPU-Supported TensorFlow 1.8.0 from Source on Ubuntu 18.04

When I first used Linux, the first thing I wanted to do was install the GPU version of TensorFlow. I found a great guide, but even considering that, I spent over 40 hours on the installation. In this article, I want to save you time and share my experience. Below you will find an updated … Read more

Computer Vision: Redefining Our Perception of the World

Computer Vision: Redefining Our Perception of the World

Palm Drive 2024 Hot Major Revealed // Computer Vision Major // Computer Vision Computer Vision is an important branch of artificial intelligence that focuses on enabling computers and systems to extract meaningful information from visual inputs such as images and videos, and to make decisions or provide suggestions based on that information. Its core task … Read more

Hands-On Project of Chatbot Based on TensorFlow Deep Learning

Chatbot Practice A chatbot is a computer program designed to simulate human conversation or chat, essentially enabling machines to understand human language through technologies like machine learning and artificial intelligence. It integrates methods from various disciplines and serves as a concentrated training camp in the field of artificial intelligence. In the coming decades, the way … Read more

Deep Learning Environment Setup Guide for RTX 3090: Pytorch, TensorFlow, Keras

Deep Learning Environment Setup Guide for RTX 3090: Pytorch, TensorFlow, Keras

Click on the above“Beginner Learning Vision” to add it to your favorites or “pin” Important content delivered to you first Author丨Yukyin@Zhihu Source丨https://zhuanlan.zhihu.com/p/279401802 This article is for academic sharing only. If there is any infringement, please contact us to delete the article. Introduction This article introduces the detailed process and code for setting up a deep … Read more