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Dataset · Hugging Face

Forgis/Mechanical-Components

Mechanical Components Vibration Dataset Comprehensive multi-source mechanical vibration dataset for training cross-component fault diagnosis and prognostics models. Designed for the Mechanical-JEPA project. Total: ~12,000+ samples | 9.5 GB | 16 sources | 5 component types Quick Start from datasets import load_dataset bearings = load_dataset("Forgis/Mechanical-Components", "bearings", split="train") gearboxes = load_dataset("Forgis/Mechanical-Components"… See the full description on the dataset page: https://huggingface.co/datasets/Forgis/Mechanical-Components.

Author / organizationForgis
License (as declared)mit
Downloads584 (as reported by Hugging Face)
Likes2
Created31 March 2026
Last updated at source2 April 2026
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  • 16 Oct 2026 Description: Mechanical Components Vibration Dataset Comprehensive multi-source mechanical vibration dataset for training cross-component fault diagnosis and prognostics models. Designed for the Mechanical-JEPA project. Total: ~12,000+ samples | 9.5 GB → Mechanical Components Vibration Dataset Comprehensive multi-source mechanical vibration dataset for training cross-component fault diagnosis and prognostics models. Designed for the Mechanical-JEPA project. Total: ~12,000+ samples | 9.5 GB

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