Click the above “Beginner Learning Vision”, select to add Star Mark or Pin” Essential insights delivered in real-time “Computer Vision” refers to the use of computers to achieve human visual functions, perceiving, recognizing, and understanding three-dimensional scenes of the objective world. Computer vision is a cutting-edge field. We believe that computer vision, or simply “vision,” … Read more
Click on the above“Beginner’s Guide to Vision” and choose to add Star or “Pin” Valuable content delivered first-hand Introduction Since its inception, computer vision (Computer Vision) has rapidly and widely been applied in various fields, such as the face recognition technology we are familiar with and use daily based on smartphone cameras. In addition, it … Read more
Click the above “Beginner’s Guide to Vision” to select and add Star or “Pin” Important Content Delivered First Hand The following content is from New Machine Vision , author New Image Vision. The article is for academic sharing only. One of the most challenging topics in artificial intelligence is computer vision technology. In recent years, … Read more
Click the "Little White Learning Vision" above, select "Star" or "Top" Heavy content delivered as soon as possible Author: Cat-Eating Fish Python @CSDN Editor: 3D Vision Developer Community Table of Contents 1. What is Computer Vision? 2. Basic Image Processing Operations Image Processing: Read Image Image Processing: Display Image Image Processing: Save Image 3. Introduction … Read more
Author丨Tian Yu Su Zhihu Column丨Machine Learning Link丨https://zhuanlan.zhihu.com/p/27296712 Introduction The second practical code is updated. The previous column introduced the Skip-Gram model in Word2Vec. If you have read it, you can directly start implementing your own Word2Vec model using TensorFlow. This article will use TensorFlow to complete the Skip-Gram model. If you are not familiar with … Read more
In section 4.4 of the book “Practical Machine Learning Projects with TensorFlow”, the author used skflow. When skflow first came out, it was quite popular, but the interface changed very frequently, leading to a decline in its usage, which also resulted in the code from section 4.4 no longer running. However, in the recently released … Read more
Click on the above“Beginner Learning Vision” to choose to add “Star” or “Top“ Important content delivered in real-time Development Environment Software Version Information: Windows 10 64-bit TensorFlow 1.15 TensorFlow Object Detection API 1.x Python 3.6.5 VS2015 VC++ CUDA 10.0 Hardware: CPU i7 GPU 1050ti To install the TensorFlow Object Detection API framework, see here: The … Read more
Deep learning is a general term for the process of machine learning using multi-layer neural networks. Multi-layer neural networks are models that utilize various mathematical methods and their combinations. In recent years, people have been able to effectively leverage neural networks primarily due to the reality of obtaining sufficient amounts of data and the rapid … Read more
Introduction Creating precise machine learning models capable of identifying and locating multiple objects in a single image remains a core challenge in computer vision. However, with recent advancements in deep learning, object detection applications are easier to develop than ever before. The TensorFlow Object Detection API is an open-source framework built on top of TensorFlow … Read more
What is Scikit-learn? Scikit-learn is an open-source Python library that includes various unsupervised and supervised learning techniques. It is built on technologies and libraries such as Matplotlib, Pandas, and NumPy, which help simplify coding tasks. Features of Scikit-learn include: Classification (including K-Nearest Neighbors) Preprocessing (including Min-Max normalization) Clustering (including K-Means++ and K-Means) Regression (including Logistic … Read more