Awesome
Sequential Image Generation using GANs
Pytorch implementation for sequential image generation using GANs based on our AAAI 2019 paper:
Turkoglu, MO, et al. " A Layer-Based Sequential Framework for Scene Generation with GANs. " In AAAI. 2019.
[Paper] [Poster] [Blog]
<img src="https://raw.githubusercontent.com/0zgur0/Seq_Scene_Gen/master/imgs/intro.png" width="600" height="360">Getting Started
Background model can be trained with
python train_bg_model.py
Foreground model can be trained with
python train_fg_model.py
Baseline model can be trained with
python train_baseline_model.py
Citation
@inproceedings{turkoglu2019layer,
title={A Layer-Based Sequential Framework for Scene Generation with GANs},
author={Turkoglu, Mehmet Ozgur and Spreeuwers, Luuk and Thong, William and Kicanaoglu, Berkay},
booktitle={Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19)},
year={2019}
}