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Affected files: STEM/AI/Neural Networks/CNN/Examples.md STEM/AI/Neural Networks/CNN/FCN/FCN.md STEM/AI/Neural Networks/CNN/FCN/ResNet.md STEM/AI/Neural Networks/CNN/FCN/Skip Connections.md STEM/AI/Neural Networks/CNN/GAN/DC-GAN.md STEM/AI/Neural Networks/CNN/GAN/GAN.md STEM/AI/Neural Networks/CNN/Interpretation.md STEM/AI/Neural Networks/CNN/UpConv.md STEM/AI/Neural Networks/Deep Learning.md STEM/AI/Neural Networks/MLP/MLP.md STEM/AI/Neural Networks/Properties+Capabilities.md STEM/AI/Neural Networks/SLP/Least Mean Square.md STEM/AI/Neural Networks/SLP/SLP.md STEM/AI/Neural Networks/Transformers/Transformers.md STEM/AI/Properties.md STEM/CS/Language Binding.md STEM/CS/Languages/dotNet.md STEM/Signal Proc/Image/Image Processing.md
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1.0 KiB
Markdown
31 lines
1.0 KiB
Markdown
# Fully [Convolution](../../../../Signal%20Proc/Convolution.md)al
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- Remove [Max Pooling](../Max%20Pooling.md)
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- Use strided [UpConv](../UpConv.md)
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- Remove [FC](../../MLP/MLP.md) layers
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- Hurts convergence in non-classification
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- Normalisation tricks
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- Batch normalisation
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- Batches of 0 mean and variance 1
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- Leaky [ReLu](../../Activation%20Functions.md#ReLu)
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# Stages
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## Generator, G
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- Synthesise 'fake' images
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- From noise
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## Discriminator, D
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- Discriminator is a classifier
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- Is image fake or real
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]
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# Training
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# Code Vector Math for Control
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- Do [AM](../Interpretation.md#Activation%20Maximisation) to derive code for an image
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