DeepGIFs: Using Deep Learning to Understand and Synthesize Motion

Bouncing Ball Dataset

Ground Truth:

Generated Frames:

Ground Truth:

Generated Frames:

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	output
	src
	Autoencoder.ipynb
	BBall.ipynb
	ControlCenter.ipynb
	ImageNetAutoencoder.ipynb
	ImageNetVAE.ipynb
	LatentLSTM-MMNIST.ipynb
	LatentLSTM.ipynb
	LatentLSTMGAN-MMNIST.ipynb
	NatureFramesVAE.ipynb
	README.md
	TGIF.ipynb
	VAE-MMnist.ipynb
	VAE-Test.ipynb
	VAE.ipynb
	VAEGAN.ipynb
	VAEGAN_MMNIST.ipynb
	frameworkpython
	requirements.txt
	start_ipython_osx.sh