项目作者： sumansid
项目描述 ：
DCGAN Projects Repository implemented using Keras. (Includes pre-trained model)
高级语言： Jupyter Notebook
项目地址: git://github.com/sumansid/DCGAN-Keras.git
DCGANs (Deep Convolutional Generative Adversarial Networks)
DCGAN Projects Repository implemented using Keras.
1. GAN trained on CIFAR Dataset
Link to implementation
Pretrained-model
Results
2. CELEB A Face GAN
Link to implementation
Results
3. Fashion MNIST GAN
Link to implementation
Pretrained-model
Results
GAN Evaluation :
There are several ways to evaluate the performance of GANs, however there is not a single method that captures all the aspects. Most commonly used methods include :
1. Inception Score :
Link to implementation
2. Frechet Inception Distance (FID) Score :
Link to implementation
Sources :
Dataset
Reference
Gan Hacks - Soumith Chintala
