{"id":1706,"date":"2020-02-03T14:46:36","date_gmt":"2020-02-03T14:46:36","guid":{"rendered":"https:\/\/www.danielparente.net\/en\/?p=1706"},"modified":"2020-02-03T14:46:36","modified_gmt":"2020-02-03T14:46:36","slug":"tesla-autopilot-and-selfdriving","status":"publish","type":"post","link":"https:\/\/www.danielparente.net\/en\/2020\/02\/03\/tesla-autopilot-and-selfdriving\/","title":{"rendered":"Tesla&#8217;s Neural Network For Autopilot And SelfDriving"},"content":{"rendered":"<p>[ad_1]<br \/>\nThis is an excerpt of the article that was recollected from flipboard, as to generate a clip of interesting news from the topics that i think are important and I want to save for further references and share with my readers.<\/p>\n<h2>Tesla Autopilot And SelfDriving<\/h2>\n<div><\/div>\n<div>The concerns surrounding Tesla stem from the fact that it already has the tech employed in its cars, albeit in beta form. The Autopilot section of Tesla&#8217;s website explains the technology via several categories, including hardware, neural networks, autonomy algorithms, code foundation, and evaluation infrastructure.<\/div>\n<div>Even more interesting is the latest video, which is embedded in the tweet below.\u00ab<\/div>\n<div><\/div>\n<div>\n<span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe class=\"youtube-player\" width=\"1290\" height=\"726\" src=\"https:\/\/www.youtube.com\/embed\/eLOGQNPfWd0?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=en-US&#038;autohide=2&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span><\/p>\n<section class=\"embed-item\" contenteditable=\"false\" draggable=\"true\" data-widget=\"embed\" data-embed-code=\"%3Cblockquote%20class%3D%22twitter-tweet%22%3E%3Cp%20lang%3D%22en%22%20dir%3D%22ltr%22%3E%E2%80%9CA%20full%20build%20of%20Autopilot%20neural%20networks%20involves%2048%20networks%20that%20take%2070%2C000%20GPU%20hours%20to%20train%20%F0%9F%94%A5.%20Together%2C%20they%20output%201%2C000%20distinct%20tensors%20(predictions)%20at%20each%20timestep.%E2%80%9D%20%3Ca%20href%3D%22https%3A%2F%2Ft.co%2FpBvy10f2KQ%22%3Ehttps%3A%2F%2Ft.co%2FpBvy10f2KQ%3C%2Fa%3E%20%3Ca%20href%3D%22https%3A%2F%2Ft.co%2FsKvEOxIiE3%22%3Epic.twitter.com%2FsKvEOxIiE3%3C%2Fa%3E%3C%2Fp%3E%26mdash%3B%20Viv%20%F0%9F%90%89%20(%40flcnhvy)%20%3Ca%20href%3D%22https%3A%2F%2Ftwitter.com%2Fflcnhvy%2Fstatus%2F1223056656596176896%3Fref_src%3Dtwsrc%255Etfw%22%3EJanuary%2031%2C%202020%3C%2Fa%3E%3C%2Fblockquote%3E%20%3Cscript%20async%20src%3D%22https%3A%2F%2Fplatform.twitter.com%2Fwidgets.js%22%20charset%3D%22utf-8%22%3E%3C%2Fscript%3E\">\u00a0<\/section>\n<p>The above video is also shown on <a href=\"https:\/\/www.tesla.com\/autopilotAI\" target=\"_blank\" rel=\"noopener\">Tesla&#8217;s website<\/a>, along with the section on neural networks. According to Tesla:<\/p>\n<blockquote><p><em>&#8220;Our per-camera networks analyze raw images to perform semantic segmentation, object detection and monocular depth estimation. Our birds-eye-view networks take video from all cameras to output the road layout, static infrastructure and 3D objects directly in the top-down view. Our networks learn from the most complicated and diverse scenarios in the world, iteratively sourced from our fleet of nearly 1M vehicles in real time. A full build of Autopilot neural networks involves 48 networks that take 70,000 GPU hours to train. Together, they output 1,000 distinct tensors (predictions) at each timestep.&#8221; <\/em>&#8230;<\/p><\/blockquote>\n<p><iframe style=\"display: none;\" title=\"Twitter settings iframe\" src=\"https:\/\/platform.twitter.com\/widgets\/widget_iframe.4f8aea4342a4ada72cba2bdffcff6b4d.html?origin=https%3A%2F%2Fthewall.insideevs.com\" frameborder=\"0\" scrolling=\"no\"><\/iframe><iframe id=\"rufous-sandbox\" style=\"position: absolute; visibility: hidden; display: none; width: 0px; height: 0px; padding: 0px; border: none;\" title=\"Twitter analytics iframe\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<\/div>\n<p><a href=\"https:\/\/insideevs.com\/news\/396126\/tesla-autopilot-neural-network-advancements\/\" target=\"_blank\" rel=\"noopener\">Read the full article by Steven Loveday <\/a><\/p>\n<p>[ad_2]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[ad_1] This is an excerpt of the article that was recollected from flipboard, as to generate a clip of interesting news from the topics that i think are important and I want to save for further references and share with my readers. Tesla Autopilot And SelfDriving The concerns surrounding Tesla stem from the fact that [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1707,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","jetpack_post_was_ever_published":false},"categories":[96],"tags":[],"class_list":["post-1706","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-autonomous-cars"],"blocksy_meta":[],"jetpack_featured_media_url":"https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2020\/02\/Whats-Behind-Teslas-Neural-Network-For-Autopilot-And-Self-Driving-scaled.jpg?strip=all","jetpack_shortlink":"https:\/\/wp.me\/p2TFCd-rw","jetpack_sharing_enabled":true,"jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/posts\/1706","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/comments?post=1706"}],"version-history":[{"count":2,"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/posts\/1706\/revisions"}],"predecessor-version":[{"id":1736,"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/posts\/1706\/revisions\/1736"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/media\/1707"}],"wp:attachment":[{"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/media?parent=1706"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/categories?post=1706"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/tags?post=1706"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}