{"id":10888,"date":"2020-04-10T09:32:00","date_gmt":"2020-04-10T09:32:00","guid":{"rendered":"http:\/\/blog.bachi.net\/?p=10888"},"modified":"2020-04-10T09:32:00","modified_gmt":"2020-04-10T09:32:00","slug":"youtube-leo-isikdogans-image-processing-deep-learning-and-cnn","status":"publish","type":"post","link":"https:\/\/blog.bachi.net\/?p=10888","title":{"rendered":"YouTube: Leo Isikdogan&#8217;s Image Processing, Deep Learning and CNN"},"content":{"rendered":"<h3>Image and Video Processing<\/h3>\n<p><a href=\"https:\/\/www.youtube.com\/playlist?list=PLWKotBjTDoLgK5TsgSZG_uIqhre2Im3Cj\">Image and Video Processing<\/a><\/p>\n<ul>\n<li>How Digital Cameras Process Images<\/li>\n<li>How Image Compression Works<\/li>\n<li>How Video Compression Works<\/li>\n<li>Computer Vision vs Image Processing<\/li>\n<li>How Super Resolution Works<\/li>\n<\/ul>\n<h3>Deep Learning Crash Course<\/h3>\n<p><a href=\"https:\/\/www.youtube.com\/playlist?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07\">Deep Learning Crash Course<\/a><\/p>\n<ul>\n<li>Deep Learning Crash Course: Introduction | Lecture 1<\/li>\n<li>Artificial Neural Networks Demystified | Lecture 2<\/li>\n<li>Artificial Neural Networks: Going Deeper | Lecture 3<\/li>\n<li>Overfitting, Underfitting, and Model Capacity | Lecture 4<\/li>\n<li>Regularization | Lecture 5<\/li>\n<li>Data Collection and Preprocessing | Lecture 6<\/li>\n<li>Convolutional Neural Networks Explained | Lecture 7<\/li>\n<li>How to Design a Convolutional Neural Network | Lecture 8<\/li>\n<li>Transfer Learning | Lecture 9<\/li>\n<li>Optimization Tricks: momentum, batch-norm, and more | Lecture 10<\/li>\n<li>Recurrent Neural Networks | Lecture 11<\/li>\n<li>Deep Unsupervised Learning | Lecture 12<\/li>\n<li>Generative Adversarial Networks | Lecture 13<\/li>\n<li>Practical Methodology in Deep Learning | Lecture 14<\/li>\n<li>Network Architecture Search: AutoML and others<\/li>\n<li>How to Design a Neural Network | 2020 Edition<\/li>\n<li>Fast and Efficient Training of Neural Networks (feat. CodeEmporium)<\/li>\n<\/ul>\n<h3>Hands-on Deep Learning: TensorFlow Coding Sessions<\/h3>\n<p><a href=\"https:\/\/www.youtube.com\/playlist?list=PLWKotBjTDoLhcczRktdYukFDU3BwXRNaN\">Hands-on Deep Learning: TensorFlow Coding Sessions<\/a><\/p>\n<ul>\n<li>TensorFlow Coding Session #1 Introduction<\/li>\n<li>TensorFlow Coding Session #2 Training a Model<\/li>\n<li>TensorFlow Coding Session #3 Training and Validation Sets<\/li>\n<li>TensorFlow Coding Session #4 Regularization, Checkpoints, and TensorBoard<\/li>\n<li>TensorFlow Coding Session #5 Convolutional Neural Networks<\/li>\n<li>TensorFlow Coding Session #6 TFRecords and Freezing Models<\/li>\n<li>TensorFlow Coding Session #7 Transfer Learning<\/li>\n<li>What is new in TensorFlow 2.0 | Tutorial<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Image and Video Processing Image and Video Processing How Digital Cameras Process Images How Image Compression Works How Video Compression Works Computer Vision vs Image Processing How Super Resolution Works Deep Learning Crash Course Deep Learning Crash Course Deep Learning Crash Course: Introduction | Lecture 1 Artificial Neural Networks Demystified | Lecture 2 Artificial Neural [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-10888","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/blog.bachi.net\/index.php?rest_route=\/wp\/v2\/posts\/10888","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.bachi.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.bachi.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.bachi.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.bachi.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10888"}],"version-history":[{"count":1,"href":"https:\/\/blog.bachi.net\/index.php?rest_route=\/wp\/v2\/posts\/10888\/revisions"}],"predecessor-version":[{"id":10889,"href":"https:\/\/blog.bachi.net\/index.php?rest_route=\/wp\/v2\/posts\/10888\/revisions\/10889"}],"wp:attachment":[{"href":"https:\/\/blog.bachi.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10888"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.bachi.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10888"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.bachi.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10888"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}