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This is an implementation of Deep Convolutional Generative Adversarial Networks. Looking for Text to Image Synthesis? click here
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For earlier version, please check dcgan release and tensorlayer
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For more computer vision applications, check TLXCV
π₯π₯π₯π₯π₯π₯ You need install TensorLayerX at first!
π₯π₯π₯π₯π₯π₯ Please install TensorLayerX via source
pip install tensorlayerx
or
pip install git+https://github.com/tensorlayer/tensorlayerx.git
First, download the aligned face images from google or baidu to a data
folder.
Please place dataset 'img_align_celeba.zip' under 'data/celebA/' by default.
Your directory structure should look like this:
dcgan/
βββ data.py
βββ model.py
βββ train.py
βββ README.md
βββ data
βββ celebA
βββ img_align_celeba.zip
Second, train the GAN:
$ python train.py