{"id":10120,"date":"2019-12-04T17:42:59","date_gmt":"2019-12-04T22:42:59","guid":{"rendered":"https:\/\/digital.hbs.edu\/platform-digit\/submission\/shield-ai\/"},"modified":"2019-12-04T17:42:59","modified_gmt":"2019-12-04T22:42:59","slug":"shield-ai","status":"publish","type":"hck-submission","link":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/shield-ai\/","title":{"rendered":"Shield AI"},"content":{"rendered":"<p>Shield AI builds autonomous drones for special operations and other military applications.\u00a0\u00a0They develop resilient AI-powered products that create the global situational awareness that protects lives. Shield AI provides those who enter dangerous environments with real-time information to enable them to see ahead and act first.<\/p>\n<p>The first product, called Nova, is a quadcopter designed to navigate and areas in question while sending a real-time interior GRG maps and full motion video back to the user.\u00a0The first customers for their were Navy Seals entering into enemy combatant controlled buildings in war zones.<\/p>\n<p><a href=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/Screen-Shot-2019-12-04-at-4.47.12-PM-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-10124\" src=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/Screen-Shot-2019-12-04-at-4.47.12-PM-1-1024x377.png\" alt=\"\" width=\"640\" height=\"236\" srcset=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/Screen-Shot-2019-12-04-at-4.47.12-PM-1-1024x377.png 1024w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/Screen-Shot-2019-12-04-at-4.47.12-PM-1-300x111.png 300w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/Screen-Shot-2019-12-04-at-4.47.12-PM-1-768x283.png 768w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/Screen-Shot-2019-12-04-at-4.47.12-PM-1-600x221.png 600w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/Screen-Shot-2019-12-04-at-4.51.21-PM.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-10125\" src=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/Screen-Shot-2019-12-04-at-4.51.21-PM-1024x261.png\" alt=\"\" width=\"640\" height=\"163\" srcset=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/Screen-Shot-2019-12-04-at-4.51.21-PM-1024x261.png 1024w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/Screen-Shot-2019-12-04-at-4.51.21-PM-300x77.png 300w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/Screen-Shot-2019-12-04-at-4.51.21-PM-768x196.png 768w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/Screen-Shot-2019-12-04-at-4.51.21-PM-600x153.png 600w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/a><\/p>\n<p>These drones have several features specifically designed for combat situations:<\/p>\n<ul>\n<li>It launches from a stand-off distance or close to a structure<\/li>\n<li>Offers indoor\/outdoor reconnaissance<\/li>\n<li>Flies without the need of a pilot<\/li>\n<li>Streams real-time video and maps to the operator<\/li>\n<li>Allows for annotation, labelling and measurements on the maps<\/li>\n<li>Operates in low or no light conditions<\/li>\n<li>Work in both GPS and comms-denied areas<\/li>\n<li>Can be operated manually on demand<\/li>\n<li>Returns to the operator once flight is complete<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/NovaLiveAction-116.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-10127 aligncenter\" src=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/NovaLiveAction-116-1024x682.jpg\" alt=\"\" width=\"503\" height=\"335\" srcset=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/NovaLiveAction-116-1024x682.jpg 1024w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/NovaLiveAction-116-300x200.jpg 300w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/NovaLiveAction-116-768x512.jpg 768w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/NovaLiveAction-116-600x400.jpg 600w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/NovaLiveAction-116.jpg 1600w\" sizes=\"auto, (max-width: 503px) 100vw, 503px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/ShieldAI_Selects01_Daytime_Operators_Scenario.00_03_03_07.Still001.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-10128 aligncenter\" src=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/ShieldAI_Selects01_Daytime_Operators_Scenario.00_03_03_07.Still001-1024x683.jpg\" alt=\"\" width=\"503\" height=\"335\" srcset=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/ShieldAI_Selects01_Daytime_Operators_Scenario.00_03_03_07.Still001-1024x683.jpg 1024w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/ShieldAI_Selects01_Daytime_Operators_Scenario.00_03_03_07.Still001-300x200.jpg 300w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/ShieldAI_Selects01_Daytime_Operators_Scenario.00_03_03_07.Still001-768x512.jpg 768w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/ShieldAI_Selects01_Daytime_Operators_Scenario.00_03_03_07.Still001-600x400.jpg 600w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2019\/12\/ShieldAI_Selects01_Daytime_Operators_Scenario.00_03_03_07.Still001.jpg 1620w\" sizes=\"auto, (max-width: 503px) 100vw, 503px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>The technology leverages complex machine learning techniques for object recognition, flight path planning, mapping, and surveillance purposes.\u00a0 The backend of the system is called Hivemind, which is an Artificial Intelligent Operating System to control and coordinate the drones individually or as a swarm.\u00a0 This OS leverages scalable robotic teaming architecture, computing on the edge, and synthetic training for performance improvement.\u00a0 These three attributes enable the system to synchronize multiple Novas together, perform realtime processing on each drone, and apply models trained on huge datasets.<\/p>\n<p>Each drone has several cameras, infrared sensors, and accelerometers among other data sourcing electrical devices.\u00a0 Using cutting edge image recognition models, similar to autonomous vehicle software, the drones detect their surroundings and execute a flight pattern.\u00a0 The AI for this system falls into two major categories: autonomous flight models and reconnaissance processing models.<\/p>\n<p><span style=\"text-decoration: underline\">Autonomous flight models:<\/span><\/p>\n<p>Using the onboard cameras and infrared sensors, the drones must detect walls, ceilings, door ways, and other objects to avoid.\u00a0 This is done using traditional edge detection techniques and computer vision based machine learning.\u00a0 The system then much plan a trajectory through this maze to accomplish its assignment.\u00a0 The Shield system also offers organized multi robot exploration.\u00a0 This takes this same trajectory planning performed for the drone as a single unit, and expands it to encompass multiple drones attempting to cover a complex territory.<\/p>\n<p><span style=\"text-decoration: underline\">Reconnaissance processing models:<\/span><\/p>\n<p>During the flight of the Nova system, a virtual map is created of the building that is built through image splicing the sensor data and digitizing images into features.\u00a0 This process relies heavily on machine learning algorithms to produce an actionable representation of the area the user might enter.\u00a0 As the system proceeds through the building, it also leverages pre-trained neural networks that have seen many images of ordinance, weapons, and combatants to identify threats or potential high priority targets.<\/p>\n<p>As a business, Shield AI has major government contracts and has already deployed systems into the battlefield.\u00a0 Having gone from a simple mockup to real world deployment in just two and a half years, the system as proven to be one of the fastest military technologies to be brought to market.\u00a0 What is scary is the future of this technology; we are already seeing machine guns and explosives be deployed on drones and it is only a matter of time before this type of autonomous vehicles become weaponized.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Military Special Operations Drones &#8211; Artificial Intelligence for a safer, more secure world.<\/p>\n","protected":false},"author":12575,"featured_media":10123,"comment_status":"open","ping_status":"closed","template":"","categories":[877,2527],"class_list":["post-10120","hck-submission","type-hck-submission","status-publish","has-post-thumbnail","hentry","category-ai","category-defense","hck-taxonomy-organization-shield-ai","hck-taxonomy-industry-aerospace","hck-taxonomy-country-united-states"],"connected_submission_link":"https:\/\/d3.harvard.edu\/platform-digit\/assignment\/value-creation-with-ai\/","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Shield AI - Digital Innovation and Transformation<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/d3.harvard.edu\/platform-digit\/submission\/shield-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta 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