BEGAN in TensorFlow / TensorLayer
TensorFlow / TensorLayer implementation of BEGAN: Boundary Equilibrium Generative Adversarial Networks
Prerequisites
- Python 2.7 or Python 3.3+
- TensorFlow==1.0+
- TensorLayer==1.4+
Usage
First, download images to data/celebA:
$ python download.py celebA [202599 face images]
Second, train the GAN:
$ python main.py --point "25 58"
Third, generate faces with the trained generator:
$ python generate.py --num_imgs 1000
Result on CelebA
From scratch to 60k (frames captured every 500 iter.)
gamma=0.5
