7 juin 2019 | International, Aérospatial, C4ISR

Deep Learning Model Speeds Up, Automates Satellite Image Analysis

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.

https://news.lockheedmartin.com/news-releases?item=128745

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  • U.S. Army And Air Force Team Up For Multi-Domain Operations

    22 janvier 2020 | International, Aérospatial, C4ISR

    U.S. Army And Air Force Team Up For Multi-Domain Operations

    White Sands Missile Range, January 21, 2020 – Two U.S. Air Force F-35s were integrated with the U.S. Army Integrated Air and Missile Defense Battle Command System (IBCS), providing an airborne sensor capability to successfully detect, track and intercept near simultaneous air-breathing threats in a test at White Sands Missile Range, New Mexico. The December 2019 test marked the first time F-35s were used as sensors during an IBCS live fire test against multiple airborne targets. Linking F-35s to IBCS via the Multifunction Advanced Data Link (MADL) provided enhanced situational awareness and weapons-quality track data to engage airborne targets. The proof of concept demonstration used experimental equipment developed by Lockheed Martin, including the Harvest Lightning Ground Station and IBCS adaptation kit (A-Kit). “The F-35's advanced sensors and connectivity enable it to gather, analyze and seamlessly share critical information with the joint fighting force to lead the multi-domain battlespace,” said Greg Ulmer, Lockheed Martin vice president and general manager of the F-35 program. “This test validated the F-35's capability to serve as an airborne sensor and extend the range of critical Integrated Air and Missile Defense interceptors.” “This test represents a major milestone for multi-domain operations by leveraging airborne assets to detect and track threats that can then be countered with ground-based effectors. This demonstrates a tremendous capability to defeat threats that are terrain masked or beyond ground-based sensor detection capabilities due to terrain and curvature of the earth,” said Jay Pitman, vice president, Lower Tier Integrated Air and Missile Defense at Lockheed Martin Missiles and Fire Control. This test is the latest in a series of successful activities to demonstrate the F-35's role as the keystone of the joint force. Lockheed Martin is evolving technologies that connect, share and learn to create a holistic network that provides unprecedented situational awareness across the battlespace and enables Multi-Domain Operations. For additional information, visit our website. About Lockheed Martin Headquartered in Bethesda, Maryland, Lockheed Martin is a global security and aerospace company that employs approximately 105,000 people worldwide and is principally engaged in the research, design, development, manufacture, integration and sustainment of advanced technology systems, products and services. View source version on Lockheed Martin: https://news.lockheedmartin.com/2020-01-21-U-S-Army-and-Air-Force-Team-up-for-Multi-Domain-Operations

  • Contract Awards by US Department of Defense - August 20, 2019

    21 août 2019 | International, Aérospatial, Naval, Terrestre, C4ISR, Sécurité

    Contract Awards by US Department of Defense - August 20, 2019

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  • The Countries Where F-35 Sales Are Taking Off

    26 juin 2018 | International, Aérospatial

    The Countries Where F-35 Sales Are Taking Off

    Since the first F-35 rolled off Lockheed Martin's production line in 2006, the fifth-generation multirole stealth fighter has taken the world by storm. U.S. F-35s deployed to Europe and the Pacific in 2017, and Israel has reportedly already used its jets in combat in the Middle East. Soon, the Arab world might get its first F-35 — the United Arab Emirates is in talks with the United States about buying the aircraft. To date, the program's reach has expanded to 12 nations around the globe, and all signs point to the F-35 continuing to dominate the Western fighter market for decades to come. But tensions between historically close NATO allies could threaten the fate of one partner nation's F-35 fleet: Turkey. Here's the breakdown of the global F-35 fleet. https://foreignpolicy.com/2018/06/22/the-countries-where-f-35-sales-are-taking-off/

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