Manufacturing & Industrial

Industrial Ml Datasets

A curated list of manufacturing datasets categorized for machine learning research and industrial applications. This resource identifies publicly available data sources to facilitate development in predictive maintenance and production optimization.

Inventorytest

Titled 'Inventorytest' and was created by JorenGij. It was last updated on May 18, 2022. No information is available regarding its contents, size, or structure.

Anomaly and Defect Detection: Curated References for Industrial Inspection

This GitHub repository, curated by Howeng98 and last updated in August 2022, serves as a directory of references and descriptions for anomaly, inspection, and defect detection datasets. It categorizes various external data sources specifically focused on manufacturing defects and out-of-distribution detection across multiple industrial domains.

Convolutional Neural Network for Bearing Fault Diagnosis

Featuring signals for bearing fault diagnosis, analyzed using a 1D Convolutional Neural Network (CNN). It was created by author raady07 and last updated in November 2019. The specific row count, column structure, and data size are unknown.

Lemon Dataset: Quality Control and Grading

Casting Defect Detection Dataset

Casting Defect Detection is a dataset hosted on Kaggle. The dataset likely contains images of metal castings labeled for defect analysis. Metadata is minimal; actual content requires verification after download.