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Variational Autoencoder (VAE)

This is an implementation of a variational autoencoder using convolutional layers. I will show an example of using it with a sketch dataset.

Dependencies

Project convnet2

Training

python train.py -mode train -config configs/sbir_vae.config -name SBIR

Example of reconstruction

python train.py -mode predict -config configs/sbir_vae.config -name SBIR

Example

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Variational Autoencoder

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  • Python 100.0%