https://github.com/gaborvecsei/cdcgan-keras
Conditional Deep Convolutional GAN
https://github.com/gaborvecsei/cdcgan-keras
cdcgan dcgan deep-convolutional-networks deep-learning gan generative-adversarial-network keras machine-learning mnist tensorflow
Last synced: 3 months ago
JSON representation
Conditional Deep Convolutional GAN
- Host: GitHub
- URL: https://github.com/gaborvecsei/cdcgan-keras
- Owner: gaborvecsei
- License: mit
- Created: 2019-01-08T19:25:56.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-01-16T13:00:30.000Z (over 6 years ago)
- Last Synced: 2025-03-17T19:21:20.381Z (3 months ago)
- Topics: cdcgan, dcgan, deep-convolutional-networks, deep-learning, gan, generative-adversarial-network, keras, machine-learning, mnist, tensorflow
- Language: Jupyter Notebook
- Size: 7.25 MB
- Stars: 42
- Watchers: 4
- Forks: 10
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Conditional Deep Convolutional GAN (CDCGAN) - Keras Implementation
Generated digits at every epoch:
Linear interpolation results:
## Model
This is the abstract representation of the model just to get a "bird eye view" for better understanding.
## Training
Just run the script `cdcgan/cdcgan_train.py`
## Weights & Tensorboard logs
Check the releases, for the latest models weights, and tensorboard logs, where you can see the generated images
loss and the model graph
## About
Gábor Vecsei
- [Website](https://gaborvecsei.com)
- [LinkedIn](https://www.linkedin.com/in/gaborvecsei)
- [Twitter](https://twitter.com/GAwesomeBE)
- [Personal Blog](https://gaborvecsei.wordpress.com/)
- [Github](https://github.com/gaborvecsei)