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Implementation of Neural Image Assessment paper using fastai+pytroch.

arxiv.org/abs/1709.05424
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.gitignore

.gitignore

 
 

AVA.txt

AVA.txt

 
 

README.md

README.md

 
 

generate_csv.py

generate_csv.py

 
 

labels.csv

labels.csv

 
 

labels_sample.csv

labels_sample.csv

 
 

nima.ipynb

nima.ipynb

 
 

train_nima.py

train_nima.py

 
 

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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.

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Implementation of Neural Image Assessment paper using fastai+pytroch.

arxiv.org/abs/1709.05424

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pytorch fastai nima

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