andy
236a5eac06
Affected files: .obsidian/app.json .obsidian/appearance.json .obsidian/workspace.json Money/Markets/Commodity.md STEM/AI/Neural Networks/CNN/CNN.md STEM/AI/Neural Networks/CNN/GAN/CycleGAN.md STEM/AI/Neural Networks/CNN/GAN/DC-GAN.md STEM/AI/Neural Networks/CNN/GAN/cGAN.md STEM/AI/Neural Networks/CV/Data Manipulations.md STEM/AI/Neural Networks/MLP/Back-Propagation.md STEM/CS/Code Types.md STEM/CS/Compilers.md STEM/Quantum/Confinement.md |
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| .. | ||
| cGAN.md | ||
| CycleGAN.md | ||
| DC-GAN.md | ||
| GAN.md | ||
| README.md | ||
| StackGAN.md | ||
Fully Convolutional
- Remove Max Pooling
- Use strided upconv
- Remove MLP layers
- Hurts convergence in non-classification
- Normalisation tricks
- Batch normalisation
- Batches of 0 mean and variance 1
- Leaky Activation Functions#ReLu
- Batch normalisation
Stages
Generator, G
- Synthesise 'fake' images
- From noise
Discriminator, D
- Discriminator is a classifier
- Is image fake or real
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Training
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Code Vector Math for Control
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- Do Interpretation#Activation Maximisation to derive code for an image
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