/nima

Implementation of Neural Image Assessment paper using fastai+pytroch.

Primary LanguageJupyter Notebook

Retrieving Data

Install Torrent Client

yum install transmission

Download AVA(Aesthetic Visual Assessment) Image Dataset from

http://academictorrents.com/details/71631f83b11d3d79d8f84efe0a7e12f0ac001460

Extract Images

yum install p7zip
7za e path/to/ava/images/

Fastai installation

Use pip to install fastai since the mobilenet_v2 model is not available in the conda distribution.