All Projects → King-Of-Knights → Keras-ACGAN-CIFAR10

King-Of-Knights / Keras-ACGAN-CIFAR10

Licence: other
No description or website provided.

Programming Languages

python
139335 projects - #7 most used programming language

Projects that are alternatives of or similar to Keras-ACGAN-CIFAR10

Fun-with-MNIST
Playing with MNIST. Machine Learning. Generative Models.
Stars: ✭ 23 (-51.06%)
Mutual labels:  acgan
Pytorch Generative Model Collections
Collection of generative models in Pytorch version.
Stars: ✭ 2,296 (+4785.11%)
Mutual labels:  acgan
Tensorflow Generative Model Collections
Collection of generative models in Tensorflow
Stars: ✭ 3,785 (+7953.19%)
Mutual labels:  acgan

Keras-ACGAN-CIFAR10

Code Modified from https://github.com/lukedeo/keras-acgan,
This is CIFAR10 version. Some interesting tricks refers to Soumith Chintala ganhacks(https://github.com/soumith/ganhacks).
I directly use the Minibatch Layer Code from:
https://github.com/forcecore/Keras-GAN-Animeface-Character
Thanks for the great work!
Any suggestion is welcomed!
This is one of generated images after 50 epochs:  

This is one of generated images after 200 epochs:  
This is Discriminator Classification Result for Cifar-10 test dataset after 200 epochs(Confusion Matrix, Accurancy: 71.89%)  
Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].