Amazing Signts - Tensorflow 2.0 Implimentation of DCGAN

Training

first time

  python dcgan_fix_512_512.py --train --iteration 1000 --batch_size 8 --data_dir /path/to/your/images

continue last training (Assuming alreay run 1000 iterations)

  python dcgan_fix_512_512.py --train --iteration 1000 --batch_size 8 --data_dir /path/to/your/images --restore_model --pre_low_step 1000

Generate 8 Images

python dcgan_fix_512_512.py --batch_size 8 --result_dir /path/to/your/results

Results

around 8000 mountain images downloaded form Unsplash https://drive.google.com/open?id=1256PUvIb3K1e8yx5HueTry7UedJUFgmK

Demo Website

http://amazingsignts.ngrok.io

Weights

https://drive.google.com/open?id=1DppoNi9fswsGfwOQbDiYiiKjr1DnuVAX

Data

around 8000 mountain images downloaded form Unsplash
around 5000 building images downloaded form Unsplash
around 4000 desert images downloaded form Unsplash
around 3000 lake images downloaded form Unsplash
around 1500 waterfall images downloaded form Unsplash