https://github.com/pavelsjo/photoicon

Object detection from photos to text using tensorflowjs and find icons.
https://github.com/pavelsjo/photoicon

Last synced: about 1 month ago
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Object detection from photos to text using tensorflowjs and find icons.

• Host: GitHub
• URL: https://github.com/pavelsjo/photoicon
• Owner: pavelsjo
• License: gpl-3.0
• Created: 2021-04-25T03:05:42.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-05-05T00:10:32.000Z (over 3 years ago)
• Last Synced: 2023-10-17T02:47:48.511Z (about 1 year ago)
• Language: JavaScript
• Size: 1.17 MB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# photoicon - [DEMO](https://pavelsjo.github.io/photoicon/)

Object detection from pictures to text using tensorflow js to look for icons using tensorflow js.

![img](img/init-example.jpg)

This is an experimental icon finder based on object detection using tensorflow JS, the approach is very simple, you need take a picture from camera and converted to tensor for prediccion.

The model is based in imagenet-inception_v3 and return 1000+ objects [labels](labels.js).

![img](img/mouse-example.png)

Those labels was used to looking for icons using api.

## Limitations

The number of possible icons is limited to the number of labels in imagenet.