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A GAN written in PyTorch that generates new hand x-ray images at 64x64

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moppymopperson/xray-gan

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X-Ray GAN

This is a simple GAN that was trained on x-ray images of hands and can now produce new synthetic x-ray images as needed.

It's just a fun little toy I put together to study how GANs work.

Real Images

real_images.png

Generated Images

fake_images.png

Dataset

The dataset that was used for training is the RNSA Bone Age dataset from Kaggle.It's a 9GB dataset with about 12,000 training images. I used a script (included in the repo) to downsize the high-res images before training.

The dataset can be obtained at https://www.kaggle.com/kmader/rsna-bone-age

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A GAN written in PyTorch that generates new hand x-ray images at 64x64

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