fault-classification

Here are 2 public repositories matching this topic...

he-zh / vibration_gan

Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.

deep-learning tensorflow keras generative-adversarial-network gan imbalanced-learning fault-classification

Updated Nov 18, 2021
Python

abhay271 / Optic-Fibre-Fault-Prediction-And-Localization

Star

An end-to-end machine learning pipeline for automated optical fibre fault detection, classification, and analysis using OTDR (Optical Time Domain Reflectometer) data.

python data-science machine-learning supervised-learning deeplearning telecommunication optical-network fault-detection otdr optical-fiber scikitlearn fault-classification fiber-optic

Updated Aug 11, 2025
Python

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