Search for: Deep Learning Analytics Center of Excellence MACHINE LEARNING MADE SMARTER Our Deep Learning Analytics team has proven experience in creating specialized machine learning algorithms and deploying them to mobile platforms like smartphones, unmanned underwater vehicles, and aircraft at the edge of the battlefield. We develop deep learning technologies that support smarter forecasting, threat detection, complicated problem solving, and aid in decision-making. These technologies give warfighters on the front lines access to the power of artificial intelligence. WHAT IS DEEP LEARNING? Deep learning is a form of machine learning (ML) that "can learn" representations from data itself rather than from programmed instructions. Deep learning can learn to represent very complex patterns on vast amounts of data in simple ways that can help humans and other systems do things faster and cheaper. Deep learning can be used on variety of input data types including audio, video, text, images, radio waves and machine signals to create applications such as natural language processing, audio recognition, computer vision, and target recognition. At scale, these applications can comb through massive amounts of data that would be impossible for a team of humans to process. In all domains, deep learning technologies can help our customers complete their missions smarter. OUR WORK Our Deep Learning Analytics team supported DARPA’s TRACE program, which developed advanced radar target recognition algorithms and demonstrated a low-power, real-time radar target recognition system. Military aircraft often have to fly low enough to visually identify the target, which is dangerous for pilots and can result in errors. Our team capitalized on the reduced runtime complexity of new recognition algorithms and increased computational efficiency of new mobile processors to reduce the run-time size, weight and power (SWAP) of radar target-recognition algorithms. By bringing deep learning technology to the edge, we’re enabling more powerful target recognition algorithms to be put into action on military aircraft. What Sets Us Apart OUR APPROACH Our Deep Learning Analytics team uses a multidisciplinary and systems-level approach to solving mission-critical problems. We partner with domain experts to help tailor our systems to meet machine requirements. We invest a significant amount of time not only in training state-of-the-art machine learning engines for our customers, but also deploying them on very small size, weight and power-efficient devices, like field programmable gate arrays and mobile devices, and integrating those research prototypes into existing transition candidates for DoD programs of record. OUR AWARD-WINNING TEAM Talented people with proven experience and creative problem-solving skills are critical in any field, but especially in machine learning. Our Deep Learning Analytics experts come from multidisciplinary backgrounds and have been recognized as some of the best in the world. Below is just a sample of the awards the team has won. “Leadership in Computer Science Award, Washington Academy of Sciences, 2019” – Dr. John Kaufhold “1st Place in America, iNaturalist Fine-Grained Visual Categorization Challenge, 2018 & 2019” – Jeremy Trammell NEED HELP WITH A TOUGH PROBLEM? Machine learning and data science is what we do. If your government organization has labeled data but lacks the machine learning expertise to solve your hard problems, tell us about it. Our experienced team loves creating faster, cheaper, and better solutions that can be customized for your mission. CONTACT US "Through data science, research, machine learning, predictive analytics and software engineering, our government and commercial customers can better exploit their data—a tremendous value to their missions." Chris Brady, President of General Dynamics Mission Systems Featured News MORE NEWS Pioneer Of Progress: Jeremy Trammell Transforms Warfighter Training Using Machine Learning Preparing our warfighters to combat our adversaries in ever-changing physical and digital landscapes takes innovative new approaches to training. To equip our warfighters with the tools they need to be prepared to complete their missions, General Dynamics Mission Systems also needs to look for new w… READ ARTICLE A Day In The Life Of A Machine Learning Engineer Working on our machine learning team involves creating specialized algorithms and deploying them to mobile platforms like smartphones, unmanned underwater vehicles, and aircraft. Meet Mandy Sack, a data scientist and member of our machine learning team. READ ARTICLE General Dynamics Mission Systems Acquires Deep Learning Analytics General Dynamics Mission Systems acquired Deep Learning Analytics (DLA), LLC, on March 7, 2019. The 5-year-old company provides proven capabilities to harness massive data sets and make advances in computing hardware and algorithms to aid in superior prediction, threat detection, decision-making, an… READ ARTICLE CONTACT US MAJOR LOCATIONS FAQ EMPLOYEES GENERAL DYNAMICS UK GENERAL DYNAMICS MISSION SYSTEMS—CANADA GENERAL DYNAMICS MISSION SYSTEMS—ITALY GENERAL DYNAMICS MISSION SYSTEMS—AUSTRALIA GPS SOURCE CONTRACT VEHICLES DISCONTINUED PRODUCTS SUPPLIERS VIEW ALL PRODUCTS, PROGRAMS & SERVICES CAREERS AT MISSION SYSTEMS SEARCH FOR OPEN POSITIONS ENTRY LEVEL & INTERN POSITIONS CLEARED POSITIONS Copyright 2021 General Dynamics Mission Systems, Inc. Site Terms Of Use Privacy Policy EU General Data Protection Regulation Federal Employee Notices A GENERAL DYNAMICS BUSINESS GD.COM We use cookies to enhance your website experience. By continuing to visit this site, you agree to our use of cookies. Learn More