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 PreProcessing 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
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