MTF-CNN-Attention Fault Recognition Program

MTF-CNN-Attention Fault Recognition Program

Applicable Platform: Matlab 2023 and above This program references the ChineseEIJournal“Power Grid Technology” online publication, literature: “Classification Method of Power Quality Disturbances Based on Markov Transition Field and Multi-Head Attention Mechanism“. The program is well-commented and full of valuable content. Below is a brief introduction to the article and the program! Innovations in the Literature:The … Read more

Understanding DenseNet: A Classic CNN Model with PyTorch Implementation

Understanding DenseNet: A Classic CNN Model with PyTorch Implementation

A beginner in CV, I write this article to help other novices like me understand how to easily learn and allow experts to reinforce their basics (manual dog head), feel free to leave any questions in the comment section for discussion~ 1. Overview Paper: Densely Connected Convolutional NetworksPaper link: https://arxiv.org/pdf/1608.06993.pdf As the Best Paper at … Read more

Exploring 1D CNN for Kaggle Competitions

Exploring 1D CNN for Kaggle Competitions

↑↑↑ Follow after Star ”Alchemy Notes Alchemy Notes Author: Jie Shao, Guest of Alchemy Notes 1DCNN Introduction Recently, many data competitions on Kaggle have featured the 1DCNN model. After reviewing related competitions, I found the concept of 1DCNN to be quite interesting. The basic idea is: First, we map the original features to a high-dimensional … Read more