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ChenLiu-1996 / GAN-evaluator

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A pip-installable evaluator for GANs (IS and FID). Accepts either dataloaders or individual batches. Supports on-the-fly evaluation during training. A working DCGAN SVHN demo script provided.

deep-learning metrics pytorch generative-adversarial-network gan dcgan generative-model evaluator generation evaluation-metrics evaluation-framework fid pytorch-gan pytorch-implmention gan-evaluation inception-score fid-score torchvision svhn-dataset frechet-inception-distance
  • Updated Apr 11, 2023
  • Python

Escapist-007 / GAN

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This 'Generative Adversarial Network' project was implemented in grad course CSE-676 : Deep Learning [Fall 2019 @UB_SUNY] Course Instructor : Sargur N. Srihari(https://cedar.buffalo.edu/~srihari/)

tensorflow keras gan batch-normalization dcgan cifar10 nash-equilibrium wasserstein-gan conditional-gan sagan spectral-normalization self-attention fid-score colab-notebook frechet-inception-distance dcgan-keras deep-convolutional-network mode-collapse
  • Updated Feb 7, 2020
  • Jupyter Notebook

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