ISIC2019

A repository for our explorations on the ISIC 2019 imaging dataset. Done in collaboration with Chinmay Savadikar

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References

• The ISIC 2019 challenge: https://challenge2019.isic-archive.com/
• SA-GAN Paper: https://arxiv.org/pdf/1805.08318.pdf
• SA-GAN Implementation: https://github.com/brain-research/self-attention-gan
• Spectral Norm Paper: https://openreview.net/forum?id=B1QRgziT-
• SN-GAN Paper: https://openreview.net/forum?id=ByS1VpgRZ
• SN-GAN Implementation: https://github.com/pfnet-research/sngan_projection

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Samples

Epoch 100	Epoch 300	Epoch 400
Epoch 500	Epoch 700	Epoch 900

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Interpolation

nZ = 64