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figs

figs

 
 

.gitignore

.gitignore

 
 

LICENSE

LICENSE

 
 

README.md

README.md

 
 

dataset.py

dataset.py

 
 

encode_test.py

encode_test.py

 
 

encode_vaedyn.py

encode_vaedyn.py

 
 

generate_ujichar_dyn_dataset.py

generate_ujichar_dyn_dataset.py

 
 

model_vaedyn.py

model_vaedyn.py

 
 

reconstruct_vaedyn.py

reconstruct_vaedyn.py

 
 

refresh_model.sh

refresh_model.sh

 
 

sample_vaedyn.py

sample_vaedyn.py

 
 

train_vaedyn.py

train_vaedyn.py

 
 

utils.py

utils.py

 
 

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vae_dyn

Synthesizing sequence of images by learning latent dynamics and VAE. Adapted from VRNN.

Dependencies:

Tensorflow (1.2)

Image Sequence Samples

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Synthesizing sequence of images by learning latent dynamics and VAE

Topics

recurrent-neural-networks dynamical-systems variational-autoencoder

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BSD-3-Clause license
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