datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
industrial-faults
Luviner Industrial Fault Dataset
6,500 labeled samples across 13 classes (1 normal + 12 industrial fault types) with 8 sensor features.
Generated by the Luviner AI synthetic anomaly engine — 12 parametric failure mode generators that produce temporally progressive, physically realistic fault signatures.
Dataset Description
Why synthetic industrial data?
Real industrial failure data is extremely scarce — machines rarely fail, and when they do, the data is often… See the full description on the dataset page: https://huggingface.co/datasets/luviner/industrial-faults.FaultServer
FaultServer
tags: anomaly detection, server fault logs, uptime prediction
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'FaultServer' dataset comprises of simulated server fault logs aimed at assisting machine learning practitioners in anomaly detection and uptime prediction. The dataset includes features such as timestamps, server identifiers, error codes, error messages, and duration of server downtime. The dataset is… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/FaultServer.fiber-optic-faultsHVDC-SIMULATED-FAULTS-FINAL-COMBINED