joh-fischer/PlantLDM

Issues

• VQGAN reconstruction quality

  #47 opened a year ago by RoboticsZhang
  1

• reasoning

  #46 opened 2 years ago by Yjing07
  5

• Data statistics

  #2 opened 2 years ago by joh-fischer
  2

• References in readme

  #3 opened 2 years ago by joh-fischer
  0

• Adopt weights for discriminator

  #39 opened 2 years ago by joh-fischer
  1

• DDPM in latent space

  #38 opened 2 years ago by joh-fischer
  0

• Encode dataset

  #20 opened 2 years ago by joh-fischer
  1

• Implement VQGAN

  #10 opened 2 years ago by joh-fischer
  0

• GPU selection

  #36 opened 2 years ago by joh-fischer
  1

• Evaluation pipeline

  #4 opened 2 years ago by joh-fischer
  0

• Visualization VQVAE / VQGAN

  #35 opened 2 years ago by joh-fischer
  1

• Visualization Diffusion Process

  #28 opened 2 years ago by joh-fischer
  0

• Quantizer

  #33 opened 2 years ago by joh-fischer
  1

• Change test data construction to reflect the source data directory structure

  #29 opened 2 years ago by SebSDev
  0

• Change PlantNet dataloader to be able to work with on-the-fly resizing of images and already resized datasets

  #31 opened 2 years ago by SebSDev
  0

• main training loop

  #8 opened 2 years ago by joh-fischer
  0

• Implement Diffusion Process

  #6 opened 2 years ago by SebSDev
  1

• Dataloader data_dir

  #24 opened 2 years ago by joh-fischer
  0

• Encoder-Decoder VQ-VAE

  #21 opened 2 years ago by joh-fischer
  1

• Implement / Add Denoising U-Net

  #7 opened 2 years ago by SebSDev
  1

• PlantNet 128x128

  #12 opened 2 years ago by joh-fischer
  1

• Save image as npy

  #19 opened 2 years ago by joh-fischer
  0

• Log per iteration

  #15 opened 2 years ago by joh-fischer
  0

• Improve visualization

  #16 opened 2 years ago by joh-fischer
  1

• autoencoder training loop

  #9 opened 2 years ago by joh-fischer
  0

• Dataloader

  #1 opened 2 years ago by joh-fischer
  9

• Implement VQVAE

  #5 opened 2 years ago by SebSDev
  0