Image Quality and Task Complexity for Machine Learning
ID: OSD24B-001Type: BOTH
Overview

Topic

Image Quality and Task Complexity for Machine Learning

Agency

Agency: DODBranch: OSD

Program

Type: STTRPhase: BOTH

Topic Link

https://www.dodsbirsttr.mil/topics-app/

Additional Information

https://www.dodsbirsttr.mil/topics-app/
Timeline
    Description

    The Department of Defense (DOD) is seeking proposals for the Small Business Innovation Research (SBIR) opportunity titled "Image Quality and Task Complexity for Machine Learning." This initiative aims to develop information-theoretic approaches that enhance automation within machine learning workflows, specifically focusing on the relationship between image quality, task complexity, and machine learned model capacity. The work is critical for improving image detection and classification tasks, which are essential for intelligence operations, by generating predictive analytics for machine learning performance from previously unseen image sources. Proposals are due by June 12, 2024, with the opportunity opening on May 15, 2024. Interested parties can find more information and submit proposals through the DOD SBIR/STTR website.

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