DeepGIFs: Using Deep Learning to Understand and Synthesize Motion

Bouncing Ball Dataset

Ground Truth:

Generated Frames:

Ground Truth:

Generated Frames:

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
output		output
src		src
Autoencoder.ipynb		Autoencoder.ipynb
BBall.ipynb		BBall.ipynb
ControlCenter.ipynb		ControlCenter.ipynb
ImageNetAutoencoder.ipynb		ImageNetAutoencoder.ipynb
ImageNetVAE.ipynb		ImageNetVAE.ipynb
LatentLSTM-MMNIST.ipynb		LatentLSTM-MMNIST.ipynb
LatentLSTM.ipynb		LatentLSTM.ipynb
LatentLSTMGAN-MMNIST.ipynb		LatentLSTMGAN-MMNIST.ipynb
NatureFramesVAE.ipynb		NatureFramesVAE.ipynb
README.md		README.md
TGIF.ipynb		TGIF.ipynb
VAE-MMnist.ipynb		VAE-MMnist.ipynb
VAE-Test.ipynb		VAE-Test.ipynb
VAE.ipynb		VAE.ipynb
VAEGAN.ipynb		VAEGAN.ipynb
VAEGAN_MMNIST.ipynb		VAEGAN_MMNIST.ipynb
frameworkpython		frameworkpython
requirements.txt		requirements.txt
start_ipython_osx.sh		start_ipython_osx.sh