IAI Awarded U.S. Army Contract for Auto-Generation and Enhancement of Training Datasets for Deep Learning Applications

ROCKVILLE, Md. — Dec. 18, 2020 — Intelligent Automation, Incorporated (IAI), a technology innovation company, announced today that it has been awarded a contract by the U.S. Army to develop technologies for auto-generation and enhancement of training datasets to support the development of machine learning techniques and evaluation of existing analytic models.

In this contract, IAI will research, develop, and document techniques, including conditional generative adversarial networks (CGANs), to generate large datasets for selected deep learning applications which require substantial training datasets. Technology developed in this effort will address the lack of datasets to evaluate the application of AI/ML techniques in existing analytics, and will help bridge this gap by generating large datasets from small or non-existing data.

IAI is a leader in the research and development of artificial intelligence and machine learning technologies. IAI develops AI/ML-based products and customized solutions to address government and industry needs in application areas such as full motion video analytics, prognostics and diagnostics, natural language processing, cyber threat detection and prediction, reconnaissance and surveillance, and intelligent logistics and transportation. In this effort, IAI will leverage its current technology portfolio, research testbeds, and commercial products to enable rapid prototyping and validation of synthetic data generation models.

“IAI is proud to have been selected by the Army to explore innovative technologies to address gaps in the areas of artificial intelligence, deep learning, and reinforcement learning,” said Vikram Manikonda, President and CEO of IAI.  “We are excited to part of the Army’s R&D efforts in this area, and will work with our customer to identify opportunities to transition our research into intelligence or mission command domains.”

About IAI

IAI is a technology innovation company specializing in providing advanced technology solutions and R&D services to federal agencies and corporations. IAI leverages agile R&D processes, a multi-disciplinary collaborative environment, and a substantial intellectual property portfolio to develop concepts into market-focused products and customer-driven solutions.  IAI’s core R&D areas include: AI & Advanced Computing; Autonomy & Robotics; Healthcare Research Technologies; Modeling, Simulation & Visualization; Networks & Cyber Security; and Radar, Communications & Sensors. For more information about IAI, please visit www.i-a-i.com.


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