Awesome
Personalized Image Aesthetics
Datasets
The FLICKR-AES and REAL-CUR are available at google drive
FLICKR-AES_image_labeled_by_each_worker.csv
saves the images labeled by each worker.
FLICKR-AES_image_score.txt
saves the weighted average score for each image.
All the images are under Creative Commons license. The datasets are for research purpose only.
Model
The structure of the generic model is provided.
RUN Generic Aesthetics Model
python test.py --filename /path/to/imageList.txt
If you find our work useful, please cite our paper:
@InProceedings{Ren_2017_ICCV,
author = {Ren, Jian and Shen, Xiaohui and Lin, Zhe and Mech, Radomir and Foran, David J.},
title = {Personalized Image Aesthetics},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}