June 7, 2019 | International, Aerospace, C4ISR
Lockheed Martin (NYSE: LMT) develops satellite imagery recognition system using open-source deep learning libraries to quickly identify and classify objects or targets in large areas across the world, potentially saving image analysts countless hours manually categorizing and labeling items within an image. Global Automated Target Recognition runs in the cloud, using Maxar's Geospatial Big Data platform (GBDX) to access Maxar's 100 petabyte satellite imagery library and millions of curated data labels across dozens of categories that expedite the training of deep learning algorithms. Fast GPU's let GATR scan a large area very quickly, while deep learning methods automate object recognition and reduce the need for extensive algorithm training.
GATR teaches itself what the identifying characteristics of an object area or target, for example, learning how to distinguish between a cargo plane and a military transport jet. The system scales quickly to scan large areas, including entire countries. GATR uses deep learning techniques common in the commercial sector and can identify ships, airplanes, buildings, seaports, and many other categories.
“There's more commercial satellite data than ever available today, and up until now, identifying objects has been a largely manual process,” said Maria Demaree, vice president and general manager of Lockheed Martin Space Mission Solutions. “Artificial Intelligence models like GATR keep analysts in control while letting them focus on higher-level tasks.”
GATR has a high accuracy rate, well over 90% on the models we've tested so far. It only took two hours to search the entire state of Pennsylvania for fracking sites – that's 120,000 square kilometers
“I'm not an expert on what oil production sites are, and I don't have to be,” said Mark Pritt, senior fellow at Lockheed Martin and principle investigator for GATR. “This system teaches itself the defining characteristics of an object, saving valuable time training an algorithm and ultimately letting an image analyst focus more on their mission.”
GATR builds on research Pritt's team pioneered during a Intelligence Advanced Research Projects Activity (IARPA) challenge, called the “Functional Map of the World.” The Lockheed Martin team was the only team from a company who placed in the top five.
March 7, 2022 | International, Aerospace
As the German government weighs its options, there is no deadline for Berlin to opt into the attack-helicopter program later, an Airbus spokesperson told Defense News.
December 11, 2024 | International, Land
Army Secretary Christine Wormuth fired Gen. Charles Hamilton, the first Army four-star to be fired in nearly 20 years.
April 3, 2020 | International, Naval
Shawn Snow Even Marine Raiders are feeling the impact of COVID-19 as the elite special operations unit headquartered in state under a stay-at-home order is being forced to adjust training to comply with state, defense and federal health guidelines. The Marine Raider Training Center aboard Camp Lejeune, North Carolina, is home to the seven-month Marine commando special operator school known as the Individual Training Course, which creates Critical Skill Operators who earn the 0372 military occupational specialty. While COVID-19 continues to rampage across the U.S., North Carolina Gov. Roy Cooper issued a stay-at-home order to stem the spread of the virus. According to the New York Times, there are 1,582 reported cases of COVID-19 across North Carolina. To comply with the governor's order, Marine Forces Special Operations Command says it has made adjustments to training to include restructuring the ITC course and adding online training where possible. “The ITC schedule has been restructured to ensure the safety and health of the two classes currently undergoing training. Some of the in-class material has been shifted to online learning, to include parts of the Basic Language Course,” Gunnery Sgt. Lynn Kinney, told Marine Corps Times in an emailed statement. The ITC course is a seven-month training evolution broken down into several phases that includes land navigation, patrolling, small unit tactics, irregular warfare and close quarters battle. MARSOC did not provide any other details regarding the restructuring of the ITC course. “Other parts of the training have been shifted to ensure COVID-19 response requirements,” Kinney said. https://www.marinecorpstimes.com/news/coronavirus/2020/04/02/marine-raiders-adjust-training-add-online-courses-to-weather-covid-19/