lyzl2010 / Few-shot-via-ensembling-Transformer-with-Mahalanobis-distanceView external linksLinks
This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Distance Metric Learning from Multiscale Features". IEEE Transactions on Instrumentation and Measurement (Accepted)
☆11Mar 2, 2024Updated last year
Alternatives and similar repositories for Few-shot-via-ensembling-Transformer-with-Mahalanobis-distance
Users that are interested in Few-shot-via-ensembling-Transformer-with-Mahalanobis-distance are comparing it to the libraries listed below
Sorting:
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆31Jun 4, 2024Updated last year
- This study proposes a high-precision multisensor feature fusion fault diagnosis method. The method is based on the lightweight spatial en…☆18Dec 18, 2024Updated last year
- ☆14Aug 17, 2023Updated 2 years ago
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆19Oct 10, 2025Updated 4 months ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆18Feb 29, 2024Updated last year
- [IEEE TIM] This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Dist…☆132Jan 15, 2025Updated last year
- Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings…☆94May 16, 2024Updated last year
- Siamese-based ConviMixer combined with few-shot learning for classification under limited data☆27Feb 17, 2024Updated 2 years ago
- EasyDS是一款创新型AI教育系统，专为考研数据结构学习设计。系统采用费曼学习法，通过多智能体协同教学模式，实现深度交互式学习体验。不同于传统"问答式"AI辅导，EasyDS引导学生主动讲解题目，智能体根据学生表现动态调整教学策略，形成"讲解-反馈-修正-强化"的学习闭环…☆25May 23, 2025Updated 8 months ago
- The application aims to simulate real life pipeline conditions and detect leaking in pipeline system whether it is underground or general…☆10Jun 19, 2020Updated 5 years ago
- This repository contains Python code for analyzing and processing the Case Western Reserve University Bearing Dataset. The code includes …☆15Jul 17, 2024Updated last year
- Physics-Informed Neural Networks for Cardiovascular Blood Flow Simulations☆19Apr 7, 2025Updated 10 months ago
- This project is designed to delay the output of the video stream in AXI-STREAM format.☆12Jul 14, 2024Updated last year
- ☆39Feb 19, 2024Updated last year
- 基于深度学习的机械故障诊断☆38Feb 27, 2024Updated last year
- A sequential combination of LSTM and MLP for the prediction of cutterhead torque for TBM.☆13Mar 30, 2021Updated 4 years ago
- 使用Cordic算法函数运算，在资源受限的设备上运行（如资源较少的FPGA、嵌入式MCU），避免了浮点运算、乘法、除法，只用移位和加法函数的计算。☆11Mar 22, 2024Updated last year
- Học lập trình cùng 28Tech C/ C++/ Java/ Python/ Frontend/ Backend☆33Nov 6, 2025Updated 3 months ago
- Tyee: A Unified, Modular, and Fully-Integrated Configurable Toolkit for Intelligent Physiological Health Care☆20Feb 4, 2026Updated 2 weeks ago
- A comprehensive gear eccentricity dataset with multiple fault severity levels: Description, characteristics analysis, and fault diagnosis…☆11Feb 6, 2026Updated last week
- Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction☆12Jun 12, 2023Updated 2 years ago
- 【2023全国大学生FPGA 创新设计竞赛】全国二等奖作品：Cortex-M0智能飞机大战游戏机 开源项目☆21Jul 13, 2024Updated last year
- FLEX: A Largescale Multimodal, Multiview Dataset for Learning Structured Representations for Fitness Action Quality Assessment☆25Feb 10, 2026Updated last week
- DeviceIO是一个驱动框架，用于封装嵌入式HAL驱动，为上层应用提供服务。☆10Jun 1, 2024Updated last year
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 2024Updated last year
- Fault diagnosis code based on twin network☆14Jun 9, 2024Updated last year
- Neural architecture search framework based on reinforcement learning:"A Novel Approach to Detecting Muscle Fatigue Based on sEMG by Using…☆14Nov 22, 2024Updated last year
- Design of a Two-Stage Continuous Fall Detection System Using Multiframe Radar Range-Doppler Maps☆14Apr 24, 2024Updated last year
- ☆10Feb 16, 2025Updated last year
- 在FPGA端实现JPEG编码（开发中……☆13Oct 17, 2024Updated last year
- The system is a FPGA-based system that can recognize object in videos.☆16Apr 29, 2025Updated 9 months ago
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆18Feb 6, 2026Updated last week
- Application of Generative AI-based Data Augmentation Technique in Transformer Winding Deformation Fault Diagnosis☆11Mar 18, 2024Updated last year
- Pytorch implementation of WGAN with gradient penalty (WGAN-GP),☆12Feb 7, 2022Updated 4 years ago
- Package for preprocessing Paderborn Bearing dataset☆12Jul 9, 2025Updated 7 months ago
- A Multi-source Cross-speed Bearing Fault Diagnosis Method☆12Jan 7, 2025Updated last year
- ☆23May 6, 2025Updated 9 months ago
- FPGA-based SNN Accelerator Toy☆31Dec 17, 2025Updated 2 months ago
- This library summarizes the sate-of-the-art explainable intelligent fault diagnosis methods.☆20Nov 23, 2025Updated 2 months ago