Kaggle Champions Share: Image Recognition and Classification Competition

Kaggle Champions Share: Image Recognition and Classification Competition

1 Compiled by New Intelligence Source: blog.kaggle.com Compiled by: Jia Yuepeng [New Intelligence Guide]The champion team of the Kaggle Ocean Fish Recognition and Classification Competition shares their technology: How to design robust optimization algorithms? How to analyze data and perform data augmentation? Technical details include using images from different boats for validation and how to … Read more

Construction Quality Image Recognition Tool for Transmission Line Strain Clamps

Construction Quality Image Recognition Tool for Transmission Line Strain Clamps

……….…………………………………. 01 Background and Significance of the Results Transmission lines, as an important infrastructure in the power industry, are a vital component of the power grid. Their safe and stable operation is related to the reliability of the power system and the sustainable development of the national economy. If there are issues in the construction … Read more

Understanding Remote Sensing Images with Deep Learning

Understanding Remote Sensing Images with Deep Learning

Qianming from Aofeisi Quantum Bit Report | WeChat Official Account QbitAI The golf course, a long-standing high-end social venue, has a hidden cost: the invasion of resources and the environment. It not only occupies a large amount of land and consumes water resources but also uses a lot of chemical fertilizers and pesticides in maintaining … Read more

Using Image Recognition to Predict Trend Reversals

Using Image Recognition to Predict Trend Reversals

The WeChat public account on quantitative investment and machine learning is a mainstream self-media in the industry focusing onquantitative investment, hedge funds,Fintech, artificial intelligence, big data and other fields.The public account has over300,000+ followers from industries such aspublic funds, private equity, securities, futures, banks, insurance, and universities, and it won the 2021 AMMA Excellent Brand … Read more

Out-Of-The-Box: This Open Source Image Recognition Library Is Powerful!

Out-Of-The-Box: This Open Source Image Recognition Library Is Powerful!

Follow the public account “GitHubDaily” Set as “Starred“, taking you to browse GitHub every day! Hello everyone, I am Xiao G. In recent years, classic image recognition technologies such as face, vehicle, human attributes, ID cards, and traffic signs have begun to play an extremely important role in our current digital work and life. Of … Read more

Can Vision Transformers Surpass CNNs in Image Recognition?

Can Vision Transformers Surpass CNNs in Image Recognition?

Machine Heart reports Machine Heart Editorial Department In the field of computer vision, Convolutional Neural Networks (CNNs) have always been dominant. However, researchers are continuously attempting to apply Transformers from the NLP domain to cross-disciplinary studies, with some achieving quite impressive results. Recently, an anonymous ICLR 2021 submission paper directly applied the standard Transformer to … Read more

What Are AI Aggregation Tools? A Comparative Analysis

What Are AI Aggregation Tools? A Comparative Analysis

With the rapid development of artificial intelligence technology, AI aggregation tools have gradually become essential tools for various industries to improve efficiency and enhance intelligent services. AI aggregation tools can integrate multiple AI applications, providing users with one-stop intelligent services. So, what AI aggregation tools are available? In this article, we will compare several common … Read more

What Are Aggregated AI Platforms? AI Tool Sharing

What Are Aggregated AI Platforms? AI Tool Sharing

In today’s rapidly developing technological era, AI technology has become an important force driving industry transformation. Many enterprises and developers are beginning to seek AI platforms that can help them improve efficiency and foster innovation. Aggregated AI platforms are one of the powerful tools that meet this demand. So, what are the aggregated AI platforms? … Read more

Implementing VGGNet with PyTorch: A Practical Guide

Implementing VGGNet with PyTorch: A Practical Guide

Hello everyone, I am Redstone! In the previous article: Implementing VGGNet (Theoretical Part) We detailed the network structure of VGGNet. Today, we will use PyTorch to reproduce the VGGNet network and apply the VGGNet model to solve a classic Kaggle image recognition competition problem. Let’s get started! 1. Dataset Preparation In the paper, the authors … Read more

Neural Networks in Glass: A Powerless Approach to Digit Recognition

Neural Networks in Glass: A Powerless Approach to Digit Recognition

Produced by Big Data Digest Authors:Ning Jing, Wei Zimin Have you ever thought about moving neural networks from computers into a piece of glass? Using neural networks for image recognition and intelligent recommendations has become very common. In recent years, the increase in computing power and parallel processing has made it a very practical technology. … Read more