pilot-GAN

About

Pilot project of CIFAR-10 image generation by conditional DCGAN ^{1 2}.

Directories & Files

• C-DCGAN_original (main): Conditional DCGAN
• C-GAN-Color: C-GAN for color images
• DCGAN_PyTorch: Deep Convolutional GAN (DCGAN) for monochrome image
• C-GAN_PyTorch: Conditional GAN for monochrome image
• chap05: Sample codes of text book. Downloaded from here
• gif.py: Codes to create gif animation of results.

References

Footnotes

1. チーム・カルポ著. 物体検出とGAN、オートエンコーダー、画像処理入門: PyTorch/TensorFlow2による発展的・実装ディープラーニング. Tōkyō: 秀和システム, 2021. ↩

2. Radford, Alec, Luke Metz, and Soumith Chintala. “Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks,” January 7, 2016. http://arxiv.org/abs/1511.06434. ↩