12 - Serving a Tensorflow Model through a Website

12 - Serving a Tensorflow Model through a Website: 00:00:00 __ 001 What you ll make 00:07:06 __ 002 Saving Tensorflow Models 00:23:10 __ 003 Loading a SavedModel 00:42:35 __ 004 Converting a Model to 00:57:50 __ 005 Introducing the Website Project and Tooling 01:10:46 __ 006 HTML and CSS Styling 01:40:49 __ 007 Loading a Model and Starting your own Server 02:11:02 __ 008 Adding a Favicon 02:16:48 __ 009 Styling an HTML Canvas 02:49:46 __ 010 Drawing on an HTML Canvas 03:18:10 __ 011 Data Pre-Processing for 03:27:24 __ 012 Introduction to OpenCV 03:58:13 __ 013 Resizing and Adding Padding to Images 04:20:06 __ 014 Calculating the Centre of Mass and Shifting the Image 04:49:00 __ 015 Making a Prediction from a Digit drawn on the HTML Canvas 05:03:05 __ 016 Adding the Game Logic 05:34:32 __ 017 Publish and Share your Website!