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Machine Learning Project Data Access and Tools
As part of the Machine Learning Project, NASA's Interagency Implementation and Advanced Concepts Team (IMPACT) developed tools to help Earth scientists integrate machine learning into their workflow.
Machine Learning Project Data Tools
| Tool Sort descending | Description | Services | |
|---|---|---|---|
| Hurricane Intensity Estimator | NASA's Hurricane Intensity Estimator is an online platform that demonstrates the use of a machine learning model for estimating the wind speed of hurricanes. | Visualization, Monitoring Natural Events | |
| ImageLabeler | ImageLabeler is an open source, web-based tool that allows users to create tagged images for use in training image-based machine learning models for Earth science phenomena. | Data Curation | |
| Phenomena Detection Portal | The Phenomena Detection Portal uses machine learning for real-time detection of Earth science phenomena. | Analysis, Search and Discovery, Visualization | |
| pyQuARC | NASA's pyQuARC tool assesses the quality, consistency, and robustness of Earth observation metadata. | Metadata Assessment |
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