stem/AI/Neural Networks/CNN/GAN/cGAN.md
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Conditional [GAN](GAN.md)
- Hard to control with [AM](../Interpretation.md#Activation%20Maximisation)
- Unconditional [GAN](GAN.md)
- Condition synthesis on a class label
- Concatenate unconditional code with conditioning vector
- Label
- No longer unsupervised
- Everything labelled
- Fake images and dataset
- **Requires pairing**
![cgan](../../../../img/cgan.png)
![cgan-example](../../../../img/cgan-example.png)
# Image Conditioning Vector
![icv-pos-neg-examples](../../../../img/icv-pos-neg-examples.png)
![icv-results](../../../../img/icv-results.png)
# Text Encoding
- word2vec
![word2vec](../../../../img/word2vec.png)