GitHub - vishal-kvn/nima: Implementation of Neural Image Assessment paper using fastai+pytroch. · GitHub

Name		Name	Last commit message	Last commit date
.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

fastai nima pytorch

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