https://github.com/pimcore/image-tagging

Image Tagging with ML technology
https://github.com/pimcore/image-tagging

Last synced: about 1 year ago
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Image Tagging with ML technology

• Host: GitHub
• URL: https://github.com/pimcore/image-tagging
• Owner: pimcore
• License: other
• Created: 2019-05-13T08:06:21.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2024-04-22T13:43:45.000Z (about 2 years ago)
• Last Synced: 2025-04-01T00:16:59.339Z (about 1 year ago)
• Language: Python
• Size: 11.4 MB
• Stars: 31
• Watchers: 7
• Forks: 10
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md
  • Security: SECURITY.md

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README

          
# Automatic Image-Tagging

This bundle enables automatic Image Tagging with ML technology directly in Pimcore. 

After training a model with training data, it is possible to auto-tag new images automatically. 

![Automatic Image Tagging in Pimcore](./docs/sample.gif)

- Starting auto-tagging of new assets directly in Pimcore Backend

- Machine Learning based on tensorflow

- Training models via console commands 

## Usage: 

- Preparing test data by assigning tags to asset images. 

  - Requirements for tag names: 

     - unique

     - lower case

- Training (and retraining) models via console command, e.g.

  

  ``` bin/console pimcore:tensorflow train -t country -N cars_country -m 0  ```

  

- Start auto tagging directly via Pimcore Backend or via console command, e.g.

 

   ``` bin/console pimcore:tensorflow predict -N cars_country -m 0 -i 231 ```

## Credits

- [@poel22](https://github.com/poel22)