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DRAW(A Recurrent Neural Network For Image Generation) implementation with TensorFlow

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DRAW

paper: A Recurrent Neural Network For Image Generation
reference: https://github.com/ericjang/draw

Result

reconstruct generate

Requirements

git clone https://github.com/CosmosShadow/MLPythonLib

add MLPythonLib/lib to your python path like below

# Mac
echo 'export PYTHONPATH="path_to_where_clone/MLPythonLib/lib:$PYTHONPATH"' >> ~/.bash_profile

# Ubuntu
echo 'export PYTHONPATH="path_to_where_clone/MLPythonLib/lib:$PYTHONPATH"' >> ~/.bashrc

Usage

# train
python train.py

# rescontruct images
python rescontruct.py

# generate images
python generate.py

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  • Python 100.0%