Industrial datasets. Clicking the link will take you to the data description page. These datase...

Industrial datasets. Clicking the link will take you to the data description page. These datasets are invaluable for researchers, engineers, and data scientists working on machine learning models and other analytical tasks that require real-world industrial data. It simulates realistic operational conditions of industrial machinery, enabling failure prediction when real-world industrial data is unavailable due to privacy or cost constraints. Jan 21, 2024 · There is no AI without data. PRs are welcome. Jan 23, 2026 · The AI4I 2020 Predictive Maintenance Dataset is a synthetic industrial dataset designed to support research and development in predictive maintenance using machine learning. Awesome Industrial Datasets Showing 1 to 50 of 176 entries A curated list of datasets, publically available for machine learning research in the area of manufacturing - nicolasj92/industrial-ml-datasets Jan 21, 2024 · There is no AI without data. These datasets are invaluable for researchers, engineers, and data scientists working on machine learning models and other analytical tasks that require real-world industrial data. 1. This dataset includes U. 1 (06. Working on industrial use cases needs high-quality industrial datasets. 22) A collection of open datasets for industrial applications, divided by categories. If you find this repository useful, please consider giving it a ⭐ to show your support! May 2, 2025 · Here are 10 excellent open manufacturing datasets and data sources for manufacturing data for machine learning. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. Links to papers describing the datasets are only included if the dataset page doesn't link to the paper already Benchmark Industrial Dataset for object classification generated from 3D models Awesome Public Industrial Datasets A list of awesome-public-datasets found in the industry and their descriptions are shown below. ply) and JSON-based annotations exist We’re on a journey to advance and democratize artificial intelligence through open source and open science. Manufacturing datasets vary across use cases: quality assurance and product inspection, visual detection and monitoring for safety and compliance, automating product assembly processes, inventory management, anomaly detection, data analytics, and reporting/alerts. A dataset containing measures of parts produced by 20 operators Machine Learning Datasets for Production Version 2. If you find this repository useful, please consider giving it a ⭐ to show your support! Awesome Industrial Datasets Showing 1 to 50 of 176 entries The output and activity of the European industry sector, measured on a monthly basis. The dataset was created for benchmarking Feb 26, 2026 · Multimodal Industrial Synthetic Point Cloud Dataset Overview This dataset provides a high-fidelity collection of 3D environmental data designed for the development of autonomous systems, robotics, and digital twin synchronization. The dataset’s base year is 2015 and depicts monthly growth rates. Flexible Data Ingestion. usd) as the base framework, ensuring that all 3D point clouds (. The dataset is structured using Universal Scene Description (. low-temperature heating and cooling demand at the county level in major end-use sectors: residential, commercial, manufacturing, Manufacturing datasets vary across use cases: quality assurance and product inspection, visual detection and monitoring for safety and compliance, automating product assembly processes, inventory management, anomaly detection, data analytics, and reporting/alerts. The data and its description will be updated periodically. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. Get the dataset here. S. . vxuypsbd vkiudo ywnkuktx hmogcqg rgpqr lahaylheb lfzflye eqhjs wksyqs vle