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The repository contains example code for conditional Generative Adversarial Model in theno and Lasagne. The code follows the paper https://arxiv.org/abs/1411.1784 but with a different deep architecture. The folder Generative Images contains Some sampled generated images from the code.

Python 100.00%
python lasagne theano generative-adversarial-network conditional deep-neural-networks

conditional-generative-adversarial-networks's Introduction

Conditional-Generative-Adversarial-Networks

The repository contains example code for conditional Generative Adversarial Model written in theno and Lasagne. The code follows the paper https://arxiv.org/abs/1411.1784 but with a different deep architecture.

Very basic MLP architecture is used for both the discriminator and the generator as well

Sample generated image from the experiment

Sample Image

Digit 2 produced by conditioning

Execution

Just download mnist.npz file and type python Conditional_GAN.py.

Digit creation

You can chose your own digit by changing the 'Digit_Generate' at line 74

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