Tools for Test & Evaluation on Incompletely-Labeled Satellite Imagery Datasets
ID: OSD252-D03Type: BOTH
Overview

Topic

Tools for Test & Evaluation on Incompletely-Labeled Satellite Imagery Datasets

Agency

Agency: DODBranch: OSD

Program

Type: SBIRPhase: BOTH

Topic Link

https://www.sbir.gov/topics/11948

Additional Information

https://www.dodsbirsttr.mil/submissions/solicitation-documents/active-solicitations
Timeline
    Description

    The Department of Defense (DoD) is seeking proposals for the Small Business Innovation Research (SBIR) program focused on developing tools for test and evaluation of AI/ML models using incompletely-labeled satellite imagery datasets. The objective is to create a software package that can rapidly analyze the performance of various AI/ML models on overhead imagery datasets, particularly in the presence of label noise, which can significantly impact evaluation quality. This initiative is crucial for organizations that rely on large-scale AI/ML deployments, as it aims to enhance confidence in model performance without incurring additional costs or delays. Proposals are due by May 21, 2025, and further details can be found at the provided source link: https://www.sbir.gov/topics/11948.

    Files
    No associated files provided.
    Similar Opportunities
    Generalized Artificial Intelligence (AI) Explainability Tool for Object Detection -
    DOD
    The Department of Defense (DoD) is seeking proposals for the development of a Generalized Artificial Intelligence (AI) Explainability Tool for Object Detection, aimed at enhancing the understanding of deep neural net computer vision (DNNCV) algorithms. The objective is to create a user-friendly tool that can analyze DNNCV algorithms and provide accessible explanations of the features leading to object detection, catering to users without AI expertise. This initiative is crucial for both military applications, such as improving object detection systems and countering adversary AI, and commercial sectors that require enhanced AI literacy and consumer trust. Proposals for Phase I are invited with a funding limit of $250,000 for a performance period of six months, with the application due by July 23, 2025. Interested parties can find more information and submit proposals through the DoD SBIR/STTR website at https://www.dodsbirsttr.mil/topics-app/.
    Project AXIS 54: AI-Enabled Framework for Space Sustainment Technology Prioritization -
    DOD
    The Department of Defense (DoD) is seeking proposals for Project AXIS 54, an initiative aimed at developing an AI-enabled framework for prioritizing space sustainment technologies. The objective is to create a scalable decision-support toolkit that enhances the assessment and alignment of emerging technologies with mission objectives, thereby reducing transition friction and accelerating the delivery of impactful capabilities. This project is crucial for improving the operational readiness and sustainment of the U.S. Space Force (USSF) by providing structured tools for capability developers and acquisition teams. Interested parties should note that the solicitation will open on July 23, 2025, with proposals due by August 20, 2025, and can find more information at the official DoD SBIR website.
    xTechOverwatch Open Topic -
    DOD
    The Department of Defense, specifically the Army, is seeking small business concerns (SBCs) to participate in the xTechOverwatch Open Topic, which is part of the xTechOverwatch Prize Competition. This initiative aims to develop innovative autonomous systems capable of conducting overwatch and terrain-shaping tasks using advanced AI, robotics, and secure networking, with a focus on unmanned platforms such as UAVs and UGVs. Selected winners from the xTechOverwatch competition will be the only firms eligible to submit an SBIR proposal under this topic, with a Direct to Phase II funding opportunity of up to $2 million for an 18-month performance period. Interested parties must submit their proposals by December 11, 2025, and can find more information on the competition and submission process at the provided links.
    Virtual Space Cargo Deployment Function for AI-Driven Logistics Planning and Simulation -
    DOD
    The Department of Defense, specifically the U.S. Space Force (USSF), is seeking proposals for the development of a Virtual Space Cargo Deployment Function (VS-CDF), an AI-enabled digital twin platform aimed at enhancing logistics planning and simulation for space operations. The objective is to create a system that allows mission planners to model, visualize, and optimize cargo movements throughout the deployment lifecycle, addressing the complexities of space logistics that current terrestrial systems cannot adequately manage. This initiative is crucial for improving mission readiness and operational efficiency in multi-domain operations, with proposals due by August 20, 2025. Interested parties can find more information and submit proposals through the official SBIR website at https://www.sbir.gov/topics/12154.
    Project SpaceKnight: Interactive AI Simulation for USSF Space Sustainment and Contested Logistics Wargaming -
    DOD
    The United States Space Force (USSF) is seeking innovative solutions through the Small Business Innovation Research (SBIR) program for Project SpaceKnight, an interactive AI simulation aimed at enhancing training for space sustainment and logistics in contested environments. The primary objective is to develop a proof-of-concept AI-driven strategy game that simulates logistics planning, incorporating realistic constraints such as orbital mechanics and adversarial disruptions, to prepare Guardians and logistics planners for complex space missions. This opportunity is critical for advancing training methodologies in space logistics, with a focus on creating a minimal viable simulation environment during Phase I, followed by a fully operational platform in Phase II. Interested parties should note that the solicitation is set to open on July 23, 2025, with applications due by August 20, 2025, and can find more information at the official SBIR website.
    Project ASTROPAC: Intelligent Cargo Configuration and Deployment Planning for Enhanced Readiness -
    DOD
    The Department of Defense (DoD) is seeking innovative solutions through the Small Business Innovation Research (SBIR) program for the development of an Artificial Intelligence (AI)-enabled software tool aimed at optimizing cargo packing, configuration, and deployment planning for the U.S. Space Force (USSF). The objective is to enhance mission readiness by significantly reducing packing time and errors, optimizing spatial usage, and integrating maintenance and load planning actions, all while functioning effectively in contested or disconnected environments. This initiative is critical for improving the efficiency of Space Logistics cargo operations, which are essential for rapid response to crises and mission requirements. Interested parties must submit their proposals by August 20, 2025, with the opportunity being open for applications starting July 2, 2025. For more details, visit the official solicitation page at SBIR.gov.
    Autonomous Space Cargo Network (ASCN): AI-Driven Logistics Automation and Digital Twin Integration for Space Mobility -
    DOD
    The Department of Defense (DoD) is seeking innovative solutions through the Small Business Innovation Research (SBIR) program to develop an Autonomous Space Cargo Network (ASCN) that integrates AI-driven logistics automation and digital twin technology for enhanced space mobility. The primary objective is to create a system that modernizes cargo handling and logistics operations at the Space Joint Movement Complex (SJMC), improving operational efficiency, accuracy, and resilience in both contested and commercial environments. This initiative is crucial for establishing a scalable, cybersecure logistics framework that supports U.S. Space Force sustainment strategies and future space missions. Interested parties should note that the solicitation is set to open on July 23, 2025, with applications due by August 20, 2025, and can find more information at the official SBIR website.
    Phase I Call for Innovative Defense-Related Dual-Purpose Technologies/Solutions with a Clear Space Force Stakeholder Need -
    DOD
    The Department of Defense, through the United States Space Force (USSF), is seeking innovative defense-related dual-purpose technologies and solutions that address specific stakeholder needs as part of its Phase I SBIR program. The primary objective is to explore and develop commercial technologies that can fulfill requirements, close capability gaps, and provide technological advancements applicable to both defense and non-defense markets. This initiative is crucial for enhancing the USSF's operational capabilities across various mission areas, including Space Domain Awareness, Satellite Communications, and Cyberspace Operations, among others. Interested parties must submit their proposals by August 5, 2025, with further details available at the provided source link.
    Phase I Call for Innovative Defense-Related Dual-Purpose Technologies/Solutions with a Clear Air Force Stakeholder Need -
    DOD
    The Department of the Air Force (DAF) is seeking innovative defense-related dual-purpose technologies and solutions through its Phase I SBIR program, in collaboration with AFWERX. The objective is to identify and develop technologies that can fulfill Air Force stakeholder needs, close capability gaps, and enhance technological advancements, with a focus on commercial solutions that can be adapted for defense applications. This opportunity emphasizes the importance of aligning proposed solutions with the OUSD(R&E) Critical Technology Areas and aims to foster a robust industrial base for defense while ensuring that solutions are scalable and sustainable for both defense and non-defense markets. Proposals are due by August 5, 2025, and further details can be found at the provided source link: https://www.sbir.gov/topics/12160.
    xTechSearch 9 SBIR Finalist Open Topic Competition -
    DOD
    The Department of Defense, specifically the Army, is launching the xTechSearch 9 SBIR Finalist Open Topic Competition to identify innovative technologies with significant commercial potential that can enhance Army capabilities. This competition aims to select up to 24 winners who will be eligible to submit a Phase I proposal for an SBIR award of up to $250,000, focusing on technologies that can improve operational effectiveness and reduce lifecycle costs. The competition encourages submissions across various technology domains, including sensors, AI/ML, energy resiliency, and contested logistics, while excluding medical-related technologies. Interested parties must submit a white paper by June 4, 2025, to be eligible for the competition, with the application period opening on October 6, 2025, and closing on October 24, 2025. For more information, visit the official xTechSearch competition site at https://www.xtech.army.mil/competitions/.