From 15f935da81e17e5f6a9f0cd6d321d96801d3cb4e Mon Sep 17 00:00:00 2001 From: Navan Chauhan Date: Fri, 2 Oct 2020 19:26:57 +0530 Subject: Publish deploy 2020-10-02 19:26 --- posts/2019-12-04-Google-Teachable-Machines/index.html | 1 + 1 file changed, 1 insertion(+) create mode 100644 posts/2019-12-04-Google-Teachable-Machines/index.html (limited to 'posts/2019-12-04-Google-Teachable-Machines') diff --git a/posts/2019-12-04-Google-Teachable-Machines/index.html b/posts/2019-12-04-Google-Teachable-Machines/index.html new file mode 100644 index 0000000..f74eb01 --- /dev/null +++ b/posts/2019-12-04-Google-Teachable-Machines/index.html @@ -0,0 +1 @@ +Image Classifier With Teachable Machines | Navan Chauhan
Navan Chauhan
2 minute readCreated on December 4, 2019Last modified on September 15, 2020

Image Classifier With Teachable Machines

Made for Google Code-In

Task Description

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

Details

  1. Collecting Data

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

  1. Training

Training on teachable machines is as simple as clicking the train button. I did not even have to modify any configurations.

  1. Finding Labels

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.

  1. Adding a suggestions function

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%

  1. Running!

Here it is running!

Remix this project:-

https://luminous-opinion.glitch.me

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