/chainer-gqn

Neural scene representation and rendering (GQN)

Primary LanguagePythonMIT LicenseMIT

🚧 Work in Progress 🚧

Neural scene representation and rendering

https://deepmind.com/blog/neural-scene-representation-and-rendering/

Todo

  • Implement GQN
  • Implement training loop
  • Hyperparameter search
  • Debug

Current training progress:

🤔🤔🤔

Shepard-Matzler 64x64

shepard_matzler_7

https://gfycat.com/gifs/detail/FickleCoolAnglerfish

shepard_matzler_predictions_15

Rooms (Free Camera) 32x32

rooms_ring_camera

https://gfycat.com/AnimatedBareBasil

Requirements

  • Python 3
  • Chainer v4 / v5 pip3 install chainer

Dataset

https://github.com/musyoku/gqn-dataset-renderer

  • Shepard-Matzler

shepard_matzler

  • Rooms

anim

  • MNIST Dice

mnist_dice