ARETE ASSOCIATES — Department of Defense SBIR Phase I: SCO182-008
ARETE ASSOCIATES — SBIR Phase I award from Department of Defense.
- Amount
- $224,841
- Agency
- Department of Defense · Office of the Secretary of Defense
- Program / Phase
- SBIR · Phase I
- Topic
- SCO182-008
- Solicitation
- 18.2
- NAICS
- —
- Place of performance
- CA
- Period
- 2018-12-10 → 2019-06-09
Description
The Strategic Capabilities Office of OSD is seeking to use machine learning to produce a robust classification capability using ISAR for a relevant radar sensor system. Areté Associates proposes an advanced machine learning approach to perform robust classification with a path towards real-time classification performance. The proposed approach employs a robust method to generate a valid, balanced and proper training set for the classification network processor. The method uses deep learning with a flexible infrastructure to update target database, resolve salient features and directly addresses weaknesses of many machine learning applications.