{"id":820,"date":"2020-10-30T17:27:50","date_gmt":"2020-10-30T17:27:50","guid":{"rendered":"https:\/\/thenextweb.com\/?p=1326409"},"modified":"2020-10-30T17:27:50","modified_gmt":"2020-10-30T17:27:50","slug":"ai-to-help-worlds-first-removal-of-space-debris","status":"publish","type":"post","link":"https:\/\/www.londonchiropracter.com\/?p=820","title":{"rendered":"AI to help world\u2019s first removal of space debris"},"content":{"rendered":"\n<p>Space is a messy place. An&nbsp;<a href=\"https:\/\/www.nhm.ac.uk\/discover\/what-is-space-junk-and-why-is-it-a-problem.html\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">estimated 34,000<\/a> pieces of junk over 10 cm in diameter are currently orbiting Earth at a<span>round&nbsp;<a href=\"https:\/\/aerospace.org\/article\/danger-orbital-debris#:~:text=The%20Risks%20of%20Space%20Debris,Orbital%20debris%20moves%20very%20fast.&amp;text=Although%20debris%20smaller%20than%201,in%20catastrophe%20and%20mission%20failure.\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">10 times the speed of a bullet<\/a>. If one of them hits a spacecraft, the damage could be disastrous.<\/span><\/p>\n<p>In September, the International Space Station had to dodge an unknown piece of debris. With the volume of space trash rapidly growing, the chances of a&nbsp;collision are increasing.<\/p>\n<p>The&nbsp;<span>European Space Agency&nbsp;(ESA) wants to clean up some of the mess&nbsp;\u2014 with the help of AI.<\/span> In 2025, it plans to launch the world\u2019s first debris-removing space mission:&nbsp;ClearSpace-1.<\/p>\n<div class=\"modal__tab-description\" readability=\"48.509414225941\">\n<figure class=\"post-image post-mediaBleed aligncenter\"><img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-1326418 lazy\" src=\"https:\/\/cdn0.tnwcdn.com\/wp-content\/blogs.dir\/1\/files\/2020\/10\/Distribution_of_space_debris_around_Earth.gif\" alt=\"An estimated 130 million bits of debris orbit around Earth.\" width=\"600\" height=\"315\" data-lazy=\"true\"><figcaption>Credit: European Space Agency<\/figcaption><figcaption><a href=\"https:\/\/thenextweb.com\/neural\/2020\/10\/30\/ai-to-help-worlds-first-removal-of-space-debris\/#\" data-url=\"https:\/\/twitter.com\/intent\/tweet?url=https%3A%2F%2Fthenextweb.com%2Fneural%2F2020%2F10%2F30%2Fai-to-help-worlds-first-removal-of-space-debris%2F&amp;via=thenextweb&amp;related=thenextweb&amp;text=Check out this picture on: An estimated 130 million bits of debris orbit around Earth.\" data-title=\"Share An estimated 130 million bits of debris orbit around Earth. on Twitter\" data-width=\"685\" data-height=\"500\" class=\"post-image-share popitup\" title=\"Share An estimated 130 million bits of debris orbit around Earth. on Twitter\"><i class=\"icon icon--inline icon--twitter--dark\"><\/i><\/a>An estimated 130 million bits of debris orbit around Earth.<\/figcaption><\/figure>\n<p>The technology is being developed by Swiss startup ClearSpace, a spin-off from the Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL). Their removal target is&nbsp;the now-obsolete Vespa Upper Part, a 100 kg payload adaptor orbiting 660 km above the Earth.<\/p>\n<p><em>[Read:&nbsp;<a href=\"https:\/\/thenextweb.com\/world\/2020\/08\/11\/4-ridiculously-easy-ways-you-can-be-more-eco-friendly\/\">4 ridiculously easy ways you can be more eco-friendly<\/a>]<\/em><\/p>\n<p>ClearSpace-1 will use an AI-powered camera to find the debris. Its robotic arms will then grab the object and drag it back to the atmosphere before burning it up.<\/p>\n<p><span>\u201cA central focus is to develop deep learning algorithms to reliably estimate the 6D pose (three rotations and three translations) of the target from video-sequences even though images taken in space are difficult,\u201d <a href=\"https:\/\/actu.epfl.ch\/news\/deep-learning-algorithms-helping-to-clear-space-ju\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">said<\/a> Mathieu Salzmann, an EPFL&nbsp;scientist spearheading the project. \u201cThey can be over- or under-exposed with many mirror-like surfaces.\u201d<\/span><\/p>\n<p><iframe loading=\"lazy\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/NkRdR0MHplU?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen>[embedded content]<\/iframe><\/p>\n<p>Vespa hasn\u2019t been seen for seven years, so EPFL will use a database of synthetic images to simulate its current appearance as training material for the algorithms.<\/p>\n<p>Once the mission begins, the&nbsp;researchers will capture real-life pictures from beyond the Earth\u2019s atmosphere to finetune the AI system. The algorithms also need to&nbsp;be transferred to a dedicated hardware platform onboard the capture satellite.<\/p>\n<p><span>\u201cSince motion in space is well behaved, the pose estimation algorithms can fill the gaps between recognitions spaced one second apart, alleviating the computational pressure,\u201d said&nbsp;Professor David Atienza, head of ESL. <\/span><\/p>\n<p><span>\u201cHowever, to ensure that they can autonomously cope with all the uncertainties in the mission, the algorithms are so complex that their implementation requires squeezing out all the performance from the platform resources.\u201d<\/span><\/p>\n<p>If the capture is successful, it could pave the way for further debris-removal missions that can make space a safer place.<\/p>\n<\/div>\n<p class=\"c-post-pubDate\"> Published October 30, 2020 \u2014 17:27 UTC <\/p>\n<p> <a href=\"https:\/\/thenextweb.com\/neural\/2020\/10\/30\/ai-to-help-worlds-first-removal-of-space-debris\/\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Space is a messy place. An&nbsp;estimated 34,000 pieces of junk over 10 cm in diameter are currently orbiting Earth at around&nbsp;10 times the speed of a bullet. If one of them hits&#8230;<\/p>\n","protected":false},"author":1,"featured_media":821,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/posts\/820"}],"collection":[{"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=820"}],"version-history":[{"count":0,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/posts\/820\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/media\/821"}],"wp:attachment":[{"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=820"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=820"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=820"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}