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Introduction

Matlab implementation of "A Unified Probabilistic Formulation of Image Aesthetic Assessment". After two years, this work finally gets acceptted by TIP. The paper can be downloaded here.

How to run the Code

  1. Download the MatConvNet into tools and compile it according to the guidence therein.

  2. Create a new folder data/PretrainedModels and download the pre-trained ResNet50 into this new folder.

  3. Create a new folder databases. Download the AVA dataset into databases. The AVA database can be downloaded following this guidence.

  4. Run RunExperiment.m.