sarsoo/stem

History

Andy Pack efa7a84a8b vault backup: 2023-12-27 21:56:22 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		2023-12-27 21:56:22 +00:00
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cGAN.md	vault backup: 2023-12-22 16:39:03	2023-12-22 16:39:03 +00:00
CycleGAN.md	vault backup: 2023-12-22 16:39:03	2023-12-22 16:39:03 +00:00
DC-GAN.md	vault backup: 2023-12-27 21:56:22	2023-12-27 21:56:22 +00:00
GAN.md	vault backup: 2023-12-27 21:56:22	2023-12-27 21:56:22 +00:00
README.md	vault backup: 2023-05-31 21:29:04	2023-05-31 21:29:04 +01:00
StackGAN.md	vault backup: 2023-12-22 16:39:03	2023-12-22 16:39:03 +00:00

README.md

tags

ai

media

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

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 $code-vector-math-for-control-results$