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

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

ID: OSD252-D03Type: Phase II

Overview

Topic

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

Agency

Agency: DODBranch: OSD

Program

Type: SBIRPhase: Phase II

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 innovative solutions through the Small Business Innovation Research (SBIR) program for the development of tools aimed at evaluating AI/ML models on incompletely-labeled satellite imagery datasets. The primary objective is to create a flexible system that can reliably estimate the performance of AI/ML models in the presence of label noise, which is a common issue in overhead imagery datasets, thereby enhancing confidence in model performance post-deployment. This opportunity is particularly significant for organizations like the National Geospatial-Intelligence Agency (NGA) that require robust evaluation methods for various computer vision tasks, including object detection and automated target recognition. Interested parties should note that the solicitation is currently in the pre-release phase, with the open date set for April 23, 2025, and a close date of May 21, 2025, by which applications must be submitted. For further details, applicants can visit the DOD SBIR website at https://www.dodsbirsttr.mil/topics-app/.

Files

Title

Size

Type

Posted

24 KB

Document

Similar Opportunities

Generalized Artificial Intelligence (AI) Explainability Tool for Object Detection -

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 -

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.

Cognitive Mapping for Counter-WMD Operations -

The Defense Threat Reduction Agency (DTRA) is seeking innovative solutions through the Small Business Innovation Research (SBIR) program to develop cognitive mapping algorithms aimed at enhancing counter-weapons of mass destruction (WMD) operations. The objective is to create 2D or 3D maps of building interiors by integrating architectural knowledge into traditional Simultaneous Localization and Mapping (SLAM) techniques, thereby improving situational awareness in GPS-denied environments. This initiative is critical for enabling DTRA and its partners to execute missions effectively, particularly in complex structures where conventional mapping methods may fall short. Interested parties should note that the solicitation is set to open on June 25, 2025, with applications due by July 23, 2025, and further details can be found at the DOD SBIR website.

Integration of Wave Relay API Features into the Thales InterSense IS-1500 Visual Inertial Tracking Software -

The Defense Threat Reduction Agency (DTRA) is seeking innovative software solutions through the Small Business Innovation Research (SBIR) program to integrate Wave Relay API features into the Thales InterSense IS-1500 Visual Inertial Tracking Software. The primary objective is to enhance local positioning capabilities for uncrewed and worn sensors during tactical operations by leveraging RF signal information, ensuring accuracy within 1 meter in a 300-meter by 300-meter area without GPS reliance, particularly in low-light conditions. This technology is crucial for improving the reliability of positioning solutions in GPS-denied environments, especially for Chemical, Biological, Radiological, and Nuclear (CBRN) sensor operations. Interested parties should note that the solicitation is set to open on June 25, 2025, with applications due by July 23, 2025, and can find more information at the DOD SBIR website.

Autonomous Space Cargo Network (ASCN): AI-Driven Logistics Automation and Digital Twin Integration for Space Mobility -

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.

Project SpaceKnight: Interactive AI Simulation for USSF Space Sustainment and Contested Logistics Wargaming -

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.

Quantum for Space Logistics Demand Planning & Optimization -

The Department of the Air Force (DAF) and the U.S. Space Force (USSF) are seeking innovative solutions through the Small Business Innovation Research (SBIR) program to enhance logistics planning and optimization in space environments. The primary objective is to explore the feasibility of applying Quantum Machine Learning (QML) and Quantum Optimization (QO) techniques to improve demand forecasting, routing, and scheduling for logistics operations across terrestrial and space domains. This initiative is crucial for addressing the complexities of modern logistics, particularly as missions expand to include rapid orbital resupply and interplanetary operations. Interested parties should note that the solicitation is set to open on July 23, 2025, with applications due by August 20, 2025, and further details can be found at the provided source link.

xTechSearch 9 SBIR Finalist Open Topic Competition -

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/.

xTechOverwatch Open Topic -

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.

Project ASTROPAC: Intelligent Cargo Configuration and Deployment Planning for Enhanced Readiness -

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.