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Large Scale Image Aesthetics Evaluation

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PiQual

Large Scale Image Aesthetics Evaluation

Thesis available for download here.

Paper submission to ICIP 2017 available here.

Network Architecture

Results

Installation

  1. Install anaconda
  2. Install keras
  3. run

Usage

  1. Navigate to googlenet/ directory and use code from within main.py to run

Contributing

  1. Fork it!
  2. Create your feature branch: git checkout -b my-new-feature
  3. Commit your changes: git commit -am 'Add some feature'
  4. Push to the branch: git push origin my-new-feature
  5. Submit a pull request

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Large Scale Image Aesthetics Evaluation

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  • Jupyter Notebook 99.3%
  • Python 0.7%