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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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