generic-github-user / xkcd-Generator

TensorFlow.js GAN for generating new xkcd comics

generic-github-user/xkcd-Generator Issues

Change name from xkcd-Generator to xkcd-generator
Updated 6 years ago
Move trainableVars list outside of training loop
Updated 6 years ago
Replace high-level tf.model with low-level tensor operations
Updated 6 years ago
Neural networks not training
Updated 6 years ago8
Generated image canvas briefly displays a training image before the training process begins
Updated 6 years ago
Calculate numLayers from imageSize
Updated 6 years ago
Generator output pixel values exploding
Updated 6 years ago
Write README.md
Updated 6 years ago
Increase number of random latent parameters
Updated 6 years ago1
Reduce input/output image color channels from 3 (RGB) to 1 (B/W)
Closed 6 years ago
Remove old code comments
Updated 6 years ago
Both models may be training at once where only one is supposed to
Updated 6 years ago
Discriminator network not training
Closed 6 years ago3
Add more console logs
Updated 6 years ago
Reduce number of discriminator model outputs to 1
Updated 6 years ago
Add comic title text
Updated 6 years ago
Output values of generator network appear to be limited to a very low range, causing a darkened image to be generated
Closed 6 years ago1
Add image data buffer
Updated 6 years ago
Only regenerate training data every several iterations instead of every iteration
Updated 6 years ago
Only one training image is added to the trainingData object
Closed 6 years ago1
Old training data not deleted from trainingData.pixels object after being regenerated each iteration
Closed 6 years ago
Memory leak adds 2 tensors to memory each iteration
Closed 6 years ago1
Add training data regeneration
Updated 6 years ago
Undefined errors occur when not using tf.tidy() to define calculateLoss functions
Updated 6 years ago
Add probability distribution type option for random latent parameters
Updated 6 years ago
Add different optimizers for each neural network
Updated 6 years ago
Add thumbnail display canvases
Updated 6 years ago
Update code comments
Updated 6 years ago