Awesome
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
-
Download the MatConvNet into
tools
and compile it according to the guidence therein. -
Create a new folder
data/PretrainedModels
and download the pre-trained ResNet50 into this new folder. -
Create a new folder
databases
. Download theAVA
dataset intodatabases
. The AVA database can be downloaded following this guidence. -
Run
RunExperiment.m
.