In-Depth Understanding of Attention Mechanism in CV

In-Depth Understanding of Attention Mechanism in CV

All Fans Say: “Why Didn’t You Follow Me Sooner!” Hello everyone, I am Canshi. In the field of deep learning, there are many technical terms that can be confusing when first encountered. As you read more, you gradually get the hang of it, but it still feels somewhat lacking. Today, we will discuss a technical … Read more

Understanding the Attention Mechanism in Deep Learning – Part 2

Understanding the Attention Mechanism in Deep Learning - Part 2

[GiantPandaCV Guide] In recent years, Attention-based methods have gained popularity in both academia and industry due to their interpretability and effectiveness. However, the network structures proposed in papers are often embedded within code frameworks for classification, detection, segmentation, etc., leading to redundancy in code. For beginners like me, it can be challenging to find the … Read more

Attention Mechanism Bug: Softmax as the Culprit Affecting All Transformers

Attention Mechanism Bug: Softmax as the Culprit Affecting All Transformers

“I found a bug in the attention formula, and no one has noticed it for eight years. All Transformer models, including GPT and LLaMA, are affected.” Recently, a statistical engineer named Evan Miller has stirred up a storm in the AI field with his statement. We know that the attention formula in machine learning is … Read more

Volatility Prediction: CNN-Based Image Recognition Strategy (With Code)

Volatility Prediction: CNN-Based Image Recognition Strategy (With Code)

Star ★TopPublic AccountLove you all♥ Author: Chuan Bai Translated by: 1+1=6 1 Introduction The financial market mainly deals with time series problems, and there are numerous algorithms and tools around time series forecasting. Today, we use CNN for regression-based prediction and compare it with some traditional algorithms to see how it performs. We focus on … Read more

Anti-Plagiarism Image Recognition System Exposes Paper Falsifiers

Anti-Plagiarism Image Recognition System Exposes Paper Falsifiers

Welcome to click “Science Net” ↑ to follow us! There has long been automated technology for detecting text plagiarism, which is widely used, but identifying repeated use of images is much more challenging, especially since users often edit images using Photoshop, making it difficult to prevent. However, with the latest image recognition systems, scientists have … Read more

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

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

An All-Inclusive Open Source OCR Toolbox!

An All-Inclusive Open Source OCR Toolbox!

Follow the WeChat official account “GitHubDaily” Set it as a “Starred“, and browse GitHub every day! Hello everyone, I am Xiao G. As we all know, with the deepening of smart finance in the business processes of financial services, the digital construction of the financial industry is not only aimed at external customer services and … Read more

Understanding AI and Gaming Integration

Understanding AI and Gaming Integration

Author: Wenlon ChatGPT was launched by OpenAI on November 30, 2022. Five days later, the number of users exceeded one million, and by January 2023, the user count surpassed 100 million, making it the fastest-growing consumer application. This company has been deeply involved in AI for eight years, and they are just one of the … Read more