Reproduction of Deep Recurrent Attentive Writer (Recurrent VAE with attention) using chainer
todo
- Minimum implementation
- Show result
- Add visualizer
- Complete description
"DRAW: A Recurrent Neural Network For Image Generation"
Python 3.5.2
chainer 1.16.0
scipy
pillow
sklearn (only for downloading mnist)
[no attention]
python train_draw_noattention.py save_path [options]
[with attention]
python train_draw_withattention.py save_path [options]
(options example)
with gpu, sequence time length = 32
python train_draw_withattention.py save_path -g 0 -T 32
if you want to see more, use
python train_draw_withattention.py --help
epoch: 0 -> 20
epoch: 0 -> 20
