diff --git a/README.md b/README.md new file mode 100644 index 0000000..69c3183 --- /dev/null +++ b/README.md @@ -0,0 +1,18 @@ +## KERAS-DCGAN ## +Implementation of http://arxiv.org/abs/1511.06434 with the (awesome) [keras](https://github.com/fchollet/keras) library, +for generating artificial images with deep learning. + +This trains two adversarial deep learning models on real images, in order to produce artificial images that look real. +The generator model tries to produce images that look real and get a high score from the discriminator. +The discriminator model tries to tell apart between real images and artificial images from the generator. + +Usage +----- +Training: + `python dcgan.py --mode train --path --batch_size ` + python dcgan.py --mode train --path ~/images --batch_size 128 + +Generation: +`python dcgan.py --mode generate --path --batch_size ` +python dcgan.py --mode generate --path ~/images --batch_size 128 +