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The Award database is continually updated throughout the year. As a result, data for FY24 is not expected to be complete until March, 2025.

Download all SBIR.gov award data either with award abstracts (290MB) or without award abstracts (65MB). A data dictionary and additional information is located on the Data Resource Page. Files are refreshed monthly.

The SBIR.gov award data files now contain the required fields to calculate award timeliness for individual awards or for an agency or branch. Additional information on calculating award timeliness is available on the Data Resource Page.

  1. MONET: Modeling non-Objects and Novelty for Efficient Training

    SBC: KITWARE INC            Topic: OSD221003

    Object detection datasets for overhead imagery are typically generated using bootstrapping methods to reduce annotator effort and cost. These methods iteratively train a detector from a limited set of user-provided and model-predicted labels. Such approaches bias detectors toward the initial object set, limiting their capacity to handle object variations or discover novel objects classes. MONET ov ...

    SBIR Phase I 2022 Department of DefenseNational Geospatial-Intelligence Agency
  2. Packaging High Temperature Electronics for Harsh Flight Environments

    SBC: PHASE SENSITIVE INNOVATIONS INC            Topic: MDA22008

    Today’s high-power photodiode is perhaps one of the high temperature electronics (HTEs) that requires the highest dissipated heat density. Herein, Phase Sensitive Innovations (PSI) propose to develop a uni- travelling carrier (UTC) photodiode package that has significantly higher saturation power than the current high-speed photodiodes based on hybrid integration of the photodiode structure on h ...

    SBIR Phase I 2022 Department of DefenseMissile Defense Agency
  3. Next-Gen Infrared Scene Projector for Hypersonic Hardware-in-the-loop Test and Evaluation (ASLEDS)

    SBC: Chip Design Systems Inc.            Topic: MDA21018

    The proposed solution is to develop an infrared light emitting diode (LED) scene projector and the associated system components that shall meet the DoD scene projection requirements and specifications. The unique feature of the proposed solution is the demonstration of a dual-band projector with record-breaking resolution and frame-rate of 2K x 2K x 1KHz for full-frame moving image projection. For ...

    SBIR Phase I 2022 Department of DefenseMissile Defense Agency
  4. Next-Gen Infrared Scene Projector for Hypersonic Hardware-in-the-loop Test and Evaluation

    SBC: Kent Optronics, Inc.            Topic: MDA21018

    In this SBIR Phase I proposal, Kent Optronics and its partner Boulder Nonlinear Systems propose to develop a technological road map towards a 8k x 8k dual-band short wave/mid wave infrared scene projection (SP) display based on the currently developed 1356´x 1356 16-bit liquid crystal on silicon (LCoS) via a hybrid approach. The program will yield an ultra-high performance SP system in SWIR to be ...

    SBIR Phase I 2022 Department of DefenseMissile Defense Agency
  5. Federated Learning for Accurate Object Classification

    SBC: BLACK RIVER SYSTEMS COMPANY, INC.            Topic: MDA21020

    We are proposing to develop a distributed deep learning classifier that specifically addresses the technical challenges of accurate distributed classification for missile defense. We plan to provide detailed information to the final classification decision that allows engagement of adversary threats. It aims to utilize a distributed classification solution that trains the entire network in a singl ...

    SBIR Phase I 2022 Department of DefenseMissile Defense Agency
  6. MDA21-021- Salvo Management Using Artificial Intelligence

    SBC: Reservoir Labs, Inc.            Topic: MDA21021

    Reservoir Labs proposes REASON-GFC (The Reservoir Assignment System for Optimal Intercept, for Ground-based Fire Control), an effort that will solve the problem of dynamic battle management, informing salvo management and ground based fire control asset usage with multiple plans for the warfighter to choose from. The innovative use of logical-constraint solving (SATisfiability) to find, in real-ti ...

    SBIR Phase I 2022 Department of DefenseMissile Defense Agency
  7. Clarifai Proposal- Automating tilt and roll in ground-based photos and video frames

    SBC: CLARIFAI, INC.            Topic: NGA201006

    For this proposal, Clarifai would utilize internal expertise in computer vision and deep learning to pursue a CNN to camera orientation estimation. Specifically, we would adapt existing Clarifai models to extract image features and use these features as input to a camera orientation regressor. The horizon filter information might be combined with information from the encoder to produce a joint emb ...

    SBIR Phase I 2021 Department of DefenseNational Geospatial-Intelligence Agency
  8. Clarifai proposal- Synthetic Data for Computer Vision

    SBC: CLARIFAI, INC.            Topic: NGA201001

    One of the most pressing problems at the forefront of machine learning and computer vision research is image recognition when high quality labeled data is difficult to acquire, typically due to the prohibitive cost of data acquisition and annotation. Clarifai has teamed with L3Harris to combine their unparalleled experience in simulating geospatial sensors with our award-winning computer vision ca ...

    SBIR Phase I 2021 Department of DefenseNational Geospatial-Intelligence Agency
  9. TrailBlazer: A GAN-Trained, High-Fidelity Track Simulator

    SBC: KITWARE INC            Topic: NGA192004

    Persistent wide area sensor coverage enables unique intelligence analytic capabilities such as pattern-of-life detection, unsupervised pattern discovery, and anomaly detection. As these capabilities incorporate machine learning and artificial intelligence techniques, large datasets are necessary for training and validation. However, the lack of datasets with high fidelity dynamic targets and acto ...

    SBIR Phase I 2020 Department of DefenseNational Geospatial-Intelligence Agency
  10. Sporadic long-Term and Transferable Patterns of life (SPOTTER)

    SBC: KITWARE INC            Topic: NGA192005

    Aerial or spaced-based imaging assets cannot continuously monitor a single location or site of interest for prolonged periods of time such as weeks, months, or years without significantly sacrificing surveillance of other locations. Current approaches for modeling patterns of life (PoL) at a location are not capable of incorporating sporadic data and do not gracefully model daily to monthly or ye ...

    SBIR Phase I 2020 Department of DefenseNational Geospatial-Intelligence Agency
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