https://github.com/amrali/js-image-classifier

A simple TensorFlow image classifier in Javascript
https://github.com/amrali/js-image-classifier

knn-classifier mobilenet tensorflow-experiments tensorflowjs

Last synced: 1 day ago
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A simple TensorFlow image classifier in Javascript

• Host: GitHub
• URL: https://github.com/amrali/js-image-classifier
• Owner: amrali
• License: apache-2.0
• Created: 2019-08-25T12:39:02.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-08-25T17:18:30.000Z (over 5 years ago)
• Last Synced: 2024-11-03T06:42:23.252Z (about 2 months ago)
• Topics: knn-classifier, mobilenet, tensorflow-experiments, tensorflowjs
• Language: JavaScript
• Size: 8.79 KB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Realtime Javascript Image Classifier

A simple demonstration of TensorFlow using MobileNet convolutional neural network

and feeding the intermediate activations through a K-nearest neighbors classifier.

Through transfer learning we'll make use of the pre-trained MobileNet model to

train it against specific object classes.

## Usage

All dependencies are loaded from `unpkg` CDN, there's nothing to install.

Simply open the `index.html` file in a browser to launch the demo.