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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