{"id":134221,"date":"2022-01-18T09:23:24","date_gmt":"2022-01-18T17:23:24","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2022\/01\/mit-6-s094-convolutional-neural-networks-for-end-to-end-learning-of-the-driving-task"},"modified":"2022-01-18T09:23:24","modified_gmt":"2022-01-18T17:23:24","slug":"mit-6-s094-convolutional-neural-networks-for-end-to-end-learning-of-the-driving-task","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2022\/01\/mit-6-s094-convolutional-neural-networks-for-end-to-end-learning-of-the-driving-task","title":{"rendered":"MIT 6.S094: Convolutional Neural Networks for End-to-End Learning of the Driving Task"},"content":{"rendered":"<p><\/p>\n<p><iframe style=\"display: block; margin: 0 auto; width: 100%; aspect-ratio: 4\/3; object-fit: contain;\" src=\"https:\/\/www.youtube.com\/embed\/U1toUkZw6VI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope;\n   picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>This is lecture 3 of course 6.S094: Deep Learning for Self-Driving Cars taught in Winter 2017. This lecture introduces computer vision, convolutional neural networks, and end-to-end learning of the driving task.<\/p>\n<p>INFO:<br \/> Slides: <a href=\"http:\/\/bit.ly\/2HdXYvf\">http:\/\/bit.ly\/2HdXYvf<\/a>.<br \/> Website: <a href=\"https:\/\/deeplearning.mit.edu\">https:\/\/deeplearning.mit.edu<\/a>.<br \/> GitHub: <a href=\"https:\/\/github.com\/lexfridman\/mit-deep-learning\">https:\/\/github.com\/lexfridman\/mit-deep-learning<\/a>.<br \/> Playlist: <a href=\"https:\/\/goo.gl\/SLCb1y\">https:\/\/goo.gl\/SLCb1y<\/a>.<\/p>\n<p>Links to individual lecture videos for the course:<\/p>\n<p>Lecture 1: Introduction to Deep Learning and Self-Driving Cars.<br \/>\n<iframe loading=\"lazy\" title=\"MIT 6.S094: Introduction to Deep Learning and Self-Driving Cars\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/1L0TKZQcUtA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>Lecture 2: Deep Reinforcement Learning for Motion Planning.<br \/>\n<a href=\"https:\/\/youtu.be\/QDzM8r3WgBw\">https:\/\/youtu.be\/QDzM8r3WgBw<\/a>.<\/p>\n<p>Lecture 3: Convolutional Neural Networks for End-to-End Learning of the Driving Task.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This is lecture 3 of course 6.S094: Deep Learning for Self-Driving Cars taught in Winter 2017. This lecture introduces computer vision, convolutional neural networks, and end-to-end learning of the driving task. INFO: Slides: http:\/\/bit.ly\/2HdXYvf. Website: https:\/\/deeplearning.mit.edu. GitHub: https:\/\/github.com\/lexfridman\/mit-deep-learning. Playlist: https:\/\/goo.gl\/SLCb1y. Links to individual lecture videos for the course: Lecture 1: Introduction to Deep Learning and [\u2026]<\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6,1491],"tags":[],"class_list":["post-134221","post","type-post","status-publish","format-standard","hentry","category-robotics-ai","category-transportation"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/134221","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/661"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=134221"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/134221\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=134221"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=134221"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=134221"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}