Andy Pack
efa7a84a8b
Affected files: .obsidian/graph.json .obsidian/workspace-mobile.json .obsidian/workspace.json Languages/Spanish/Spanish.md STEM/AI/Classification/Classification.md STEM/AI/Classification/Decision Trees.md STEM/AI/Classification/Logistic Regression.md STEM/AI/Classification/Random Forest.md STEM/AI/Classification/Supervised/SVM.md STEM/AI/Classification/Supervised/Supervised.md STEM/AI/Neural Networks/Activation Functions.md STEM/AI/Neural Networks/CNN/CNN.md STEM/AI/Neural Networks/CNN/GAN/DC-GAN.md STEM/AI/Neural Networks/CNN/GAN/GAN.md STEM/AI/Neural Networks/Deep Learning.md STEM/AI/Neural Networks/Properties+Capabilities.md STEM/AI/Neural Networks/SLP/Perceptron Convergence.md
36 lines
1.1 KiB
Markdown
36 lines
1.1 KiB
Markdown
---
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tags:
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- ai
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- media
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---
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# 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](../../../Classification/Classification.md)
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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 #classification
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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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