Andy Pack
6882b75949
Affected files: .obsidian/graph.json .obsidian/workspace.json STEM/AI/Neural Networks/CNN/GAN/CycleGAN.md STEM/AI/Neural Networks/CNN/GAN/DC-GAN.md STEM/AI/Neural Networks/CNN/GAN/GAN.md STEM/AI/Neural Networks/CNN/GAN/StackGAN.md STEM/AI/Neural Networks/CNN/GAN/cGAN.md STEM/AI/Neural Networks/CV/Visual Search/Visual Search.md Tattoo/Artists.md Tattoo/Engineering.md Tattoo/Flowers.md Tattoo/Music.md Tattoo/Plans.md Tattoo/Sources.md
1.1 KiB
1.1 KiB
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Fully Convolutional
- Remove Max Pooling
- Use strided UpConv
- Remove FC layers
- Hurts convergence in non-classification
- Normalisation tricks
- Batch normalisation
- Batches of 0 mean and variance 1
- Leaky ReLu
- Batch normalisation
Stages
Generator, G
- Synthesise 'fake' images
- From noise
Discriminator, D
- Discriminator is a classifier #classification
- Is image fake or real
]
Training
Code Vector Math for Control
- Do AM to derive code for an image
