Welcome to follow and receive learning materials. After selecting from the public account, you can receive daily updates. Plot In episode 7 of Qing Yu Nian 2, aside from the queen, there is a question of “who exactly is this woman in the painting”. Fan Xian also discovers the faceless woman in the prince’s painting, … Read more
By Nanjing Zhongshe Aviation Technology Development Co., Ltd. The prerequisite for intelligent highway management is to be “visible.” With the maturity and popularization of advanced image acquisition technologies such as drones and satellite remote sensing, full road visualization, real-world simulation, and digitization have become important development directions, using image recognition technology for intelligent analysis and … Read more
This is the664th original article. Your attention is the greatest encouragement for us! Keywords: fairness, bias, debiasing learning, image recognition, deep learning Algorithmic fairness is one of the important themes in the benevolent development of artificial intelligence and a key component of trustworthy AI. Establishing reasonable models to ensure unbiased algorithmic decision-making is a necessary … Read more
(Author: Jian Sun, Chief Researcher at Microsoft Research Asia / Editor: Guangpu) From the savage days of raw survival to the concrete jungles of modern cities, humanity has gradually projected its capabilities onto computers. Whether in computational power or memory, today’s computers perform remarkably well. However, having these abilities is still far from enough; we … Read more
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
Click on the above“Beginner Learning Vision” to choose to addStar or “Pin” Important content delivered at the first time Introduction One of the most common uses of TensorFlow and Keras is image recognition/classification. Through this article, you will learn how to achieve this using Keras. Definition If you do not understand the basic concepts of … Read more
The few-shot problem in image tasks (where insufficient training data makes it difficult for models to learn effective and generalized features) is widespread due to challenges such as high costs of data labeling and uneven sample distribution. This can lead to models overfitting on few samples and classifiers being biased towards the majority class due … Read more
This article is authorized for reprint by AI new media Quantum Bit (WeChat ID: qbitai), please contact the source for reprint. This article has a total of 2400 words and is recommended to read in 9 minutes. The traditional convolution operation is about to become a thing of the past. Facebook and the National University … Read more
Source: Big Data Talk Author: Huang Wenjian This article is 11200 words long and is recommended to be read in 15 minutes. This article explains some principles of convolutional neural networks (CNN) in deep learning and some classic network architectures. Overview of Convolutional Neural Network Principles Convolutional Neural Networks (CNN) were originally designed to solve … Read more
1. What is a Neural Network? A neural network (Neural Networks, abbreviated as NN), also known as an artificial neural network (ANN) or simulated neural network (SNN), is a subset of machine learning (ML, Machine Learning) and is the core of deep learning (DL, Deep Learning) algorithms. Its name and structure are inspired by the … Read more