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diff --git a/docs/posts/2019-12-04-Google-Teachable-Machines.html b/docs/posts/2019-12-04-Google-Teachable-Machines.html deleted file mode 100644 index 488b694..0000000 --- a/docs/posts/2019-12-04-Google-Teachable-Machines.html +++ /dev/null @@ -1,140 +0,0 @@ -<!DOCTYPE html> -<html lang="en"> -<head> - - <meta http-equiv="X-UA-Compatible" content="IE=edge"> - <meta http-equiv="content-type" content="text/html; charset=utf-8"> - <meta name="viewport" content="width=device-width, initial-scale=1.0"> - <meta name="theme-color" content="#6a9fb5"> - - <title>Image Classifier With Teachable Machines</title> - - <!-- - <link rel="stylesheet" href="https://unpkg.com/latex.css/style.min.css" /> - --> - - <link rel="stylesheet" href="/assets/c-hyde.css"> - - <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Abril+Fatface"> - <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=PT+Sans:400,400italic,700"> - - <link rel="stylesheet" href="/assets/main.css"> - <meta name="viewport" content="width=device-width, initial-scale=1.0"> - <meta name="og:site_name" content="Navan Chauhan"> - <link rel="canonical" href="https://web.navan.dev/posts/2019-12-04-Google-Teachable-Machines.html"> - <meta name="twitter:url" content="https://web.navan.dev/posts/2019-12-04-Google-Teachable-Machines.html"> - <meta name="og:url" content="https://web.navan.dev/posts/2019-12-04-Google-Teachable-Machines.html"> - <meta name="twitter:title" content="Image Classifier With Teachable Machines"> - <meta name="og:title" content="Image Classifier With Teachable Machines"> - <meta name="description" content="Tutorial on creating a custom image classifier quickly with Google Teachable Machines"> - <meta name="twitter:description" content="Tutorial on creating a custom image classifier quickly with Google Teachable Machines"> - <meta name="og:description" content="Tutorial on creating a custom image classifier quickly with Google Teachable Machines"> - <meta name="twitter:card" content="summary_large_image"> - <meta name="viewport" content="width=device-width, initial-scale=1.0"> - <link rel="shortcut icon" href="/images/favicon.png" type="image/png"> - <link href="/feed.rss" type="application/atom+xml" rel="alternate" title="Sitewide Atom feed"> - <meta name="twitter:image" content="https://web.navan.dev/images/opengraph/posts/2019-12-04-Google-Teachable-Machines.png"> - <meta name="og:image" content="https://web.navan.dev/images/opengraph/posts/2019-12-04-Google-Teachable-Machines.png"> - <meta name="google-site-verification" content="LVeSZxz-QskhbEjHxOi7-BM5dDxTg53x2TwrjFxfL0k"> - <script data-goatcounter="https://navanchauhan.goatcounter.com/count" - async src="//gc.zgo.at/count.js"></script> - <script defer data-domain="web.navan.dev" src="https://plausible.io/js/plausible.js"></script> - <link rel="manifest" href="/manifest.json"> - -</head> -<body class="theme-base-0d"> - <div class="sidebar"> - <div class="container sidebar-sticky"> - <div class="sidebar-about"> - <h1><a href="/">Navan</a></h1> - <p class="lead" id="random-lead">Alea iacta est.</p> - </div> - - <ul class="sidebar-nav"> - <li><a class="sidebar-nav-item" href="/about/">about/links</a></li> - <li><a class="sidebar-nav-item" href="/posts/">posts</a></li> - <li><a class="sidebar-nav-item" href="/3D-Designs/">3D designs</a></li> - <li><a class="sidebar-nav-item" href="/feed.rss">RSS Feed</a></li> - <li><a class="sidebar-nav-item" href="/colophon/">colophon</a></li> - </ul> - <div class="copyright"><p>© 2019-2024. Navan Chauhan <br> <a href="/feed.rss">RSS</a></p></div> - </div> -</div> - -<script> -let phrases = [ - "Something Funny", "Veni, vidi, vici", "Alea iacta est", "In vino veritas", "Acta, non verba", "Castigat ridendo mores", - "Cui bono?", "Memento vivere", "अहम् ब्रह्मास्मि", "अनुगच्छतु प्रवाहं", "चरन्मार्गान्विजानाति", "coq de cheval", "我愛啤酒" - ]; - -let new_phrase = phrases[Math.floor(Math.random()*phrases.length)]; - -let lead = document.getElementById("random-lead"); -lead.innerText = new_phrase; -</script> - <div class="content container"> - - <div class="post"> - <h1 id="image-classifier-with-teachable-machines">Image Classifier With Teachable Machines</h1> - -<p>Made for Google Code-In</p> - -<p><strong>Task Description</strong></p> - -<p>Using Glitch and the Teachable Machines, build a Book Detector with Tensorflow.js. When a book is recognized, the code would randomly suggest a book/tell a famous quote from a book. Here is an example Project to get you started: https://glitch.com/~voltaic-acorn</p> - -<h3 id="details">Details</h3> - -<p>1) Collecting Data</p> - -<p>Teachable Machine allows you to create your dataset just by using your webcam! I created a database consisting of three classes ( Three Books ) and approximately grabbed 100 pictures for each book/class</p> - -<p><img src="/assets/gciTales/01-teachableMachines/01-collect.png" alt="" /></p> - -<p>2) Training</p> - -<p>Training on teachable machines is as simple as clicking the train button. I did not even have to modify any configurations. </p> - -<p><img src="/assets/gciTales/01-teachableMachines/02-train.png" alt="" /></p> - -<p>3) Finding Labels</p> - -<p>Because I originally entered the entire name of the book and it's author's name as the label, the class name got truncated (Note to self, use shorter class names :p ). I then modified the code to print the modified label names in an alert box. </p> - -<p><img src="/assets/gciTales/01-teachableMachines/03-label.png" alt="" /></p> - -<p><img src="/assets/gciTales/01-teachableMachines/04-alert.png" alt="" /></p> - -<p>4) Adding a suggestions function</p> - -<p>I first added a text field on the main page and then modified the JavaScript file to suggest a similar book whenever the model predicted with an accuracy >= 98% </p> - -<p><img src="/assets/gciTales/01-teachableMachines/05-html.png" alt="" /></p> - -<p><img src="/assets/gciTales/01-teachableMachines/06-js.png" alt="" /></p> - -<p>5) Running!</p> - -<p>Here it is running!</p> - -<p><img src="/assets/gciTales/01-teachableMachines/07-eg.png" alt="" /></p> - -<p><img src="/assets/gciTales/01-teachableMachines/08-eg.png" alt="" /></p> - -<p>Remix this project:-</p> - -<p>https://luminous-opinion.glitch.me</p> - - </div> - <blockquote>If you have scrolled this far, consider subscribing to my mailing list <a href="https://listmonk.navan.dev/subscription/form">here.</a> You can subscribe to either a specific type of post you are interested in, or subscribe to everything with the "Everything" list.</blockquote> - <script data-isso="https://comments.navan.dev/" - src="https://comments.navan.dev/js/embed.min.js"></script> - <div id="isso-thread"> - <noscript>Javascript needs to be activated to view comments.</noscript> - </div> - - </div> - <script src="assets/manup.min.js"></script> - <script src="/pwabuilder-sw-register.js"></script> -</body> -</html>
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