{"677243":{"#nid":"677243","#data":{"type":"news","title":"SKYSCENES Leverages New Algorithms to Improve Safety for Autonomous Flying Vehicles","body":[{"value":"\u003Cp\u003EAn artificial intelligence (AI) training dataset developed at Georgia Tech is \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/skyscenes-dataset-could-lead-safe-reliable-autonomous-flying-vehicles\u0022\u003Esetting a new standard for the safety and reliability of autonomous drones and flying vehicles\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003ESKYSCENES compiles more than 33,000 annotated computer-generated aerial images. With applications in urban planning, disaster response, and autonomous navigation, the dataset trains computer vision models to better detect and identify objects in aerial images, which can be challenging for existing AI models.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/skyscenes-dataset-could-lead-safe-reliable-autonomous-flying-vehicles\u0022\u003ERead the full story\u003C\/a\u003E to learn how School of Interactive Computing Ph.D. student \u003Cstrong\u003ESahil\u003C\/strong\u003E \u003Cstrong\u003EKhose\u003C\/strong\u003E and Assistant Professor \u003Cstrong\u003EJudy\u003C\/strong\u003E \u003Cstrong\u003EHoffman\u003C\/strong\u003E developed this groundbreaking dataset to pave the way for the future of autonomous aviation.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers have created a new benchmark dataset of computer-generated aerial images. Judy Hoffman, an assistant professor at Georgia Tech\u2019s School of Interactive Computing, worked with students to create SKYSCENES, a dataset containing over 33,000 computer-generated aerial images of cities.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"New research from Georgia Tech\u2019s School of Interactive Computing is paving the way for the future of autonomous aviation."}],"uid":"32045","created_gmt":"2024-10-02 15:05:04","changed_gmt":"2024-10-16 18:06:08","author":"Ben Snedeker","boilerplate_text":"","field_publication":"","field_article_url":"","dateline":{"date":"2024-10-02T00:00:00-04:00","iso_date":"2024-10-02T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"675195":{"id":"675195","type":"image","title":"Georgia Tech School of Interactive Computing Ph.D. student Sahil Khose","body":"\u003Cp\u003EPh.D. student Sahil Khose worked with Assistant Professor Judy Hoffman to curate SKYSCENES, a new benchmark dataset that provides well-annotated aerial images of cities that computer vision algorithms can use to operate autonomous flying vehicles. Photos by Kevin Beasley\/College of Computing.\u003C\/p\u003E","created":"1727881514","gmt_created":"2024-10-02 15:05:14","changed":"1727881514","gmt_changed":"2024-10-02 15:05:14","alt":"Georgia Tech School of Interactive Computing Ph.D. student Sahil Khose","file":{"fid":"258796","name":"2X6A9656 (1).jpg","image_path":"\/sites\/default\/files\/2024\/10\/02\/2X6A9656%20%281%29.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2024\/10\/02\/2X6A9656%20%281%29.jpg","mime":"image\/jpeg","size":41388,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2024\/10\/02\/2X6A9656%20%281%29.jpg?itok=dxPOB_Ud"}}},"media_ids":["675195"],"related_links":[{"url":"https:\/\/www.cc.gatech.edu\/news\/skyscenes-dataset-could-lead-safe-reliable-autonomous-flying-vehicles","title":"SKYSCENES Dataset Could Lead to Safe, Reliable Autonomous Flying Vehicles"}],"groups":[{"id":"47223","name":"College of Computing"},{"id":"576481","name":"ML@GT"},{"id":"1188","name":"Research Horizons"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"10199","name":"Daily Digest"},{"id":"187812","name":"artificial intelligence (AI)"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ENathan Deen, Communications Officer\u003C\/p\u003E\u003Cp\u003EGeorgia Tech School of Interactive Computing\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:nathan.deen@cc.gatech.edu\u0022\u003Enathan.deen@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}}}