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junyanz / pytorch-CycleGAN-and-pix2pix

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Hint for network flexibility

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shinigami1992
shinigami1992 commented Oct 13, 2019

Hi, thanks for your great work.

I'm trying to apply cyclegan on my own custom anime dataset to learn facial expression transfer.
My dataset includes 2000 sad and 2000 happy images.

I run the training process for about 100k iterations.

The problem is that I only see some small changes specially in mouth part. Do you have any suggestion? How can I make network more flexible for changing di

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omerbsezer / Generative_Models_Tutorial_with_Demo

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Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

tutorial generative-adversarial-network dcgan generative-model gaussian-mixture-models auto-regressive-model gans bayesian-classifiers variational-inference tutorial-code variational-autoencoder cyclegan
  • Updated Feb 14, 2020
  • Jupyter Notebook

RubensZimbres / Repo-2018

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Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

raspberry-pi opencv iot computer-vision tensorflow keras coco aws-ec2 ec2-instance aws-iot opencv-library generative-adversarial-networks raspberry-pi-3 opencv3 cyclegan haarcascade sagemaker yolo-model ubuntucore aws-sagemaker
  • Updated Feb 13, 2020
  • Jupyter Notebook

Tandon-A / CycleGAN_ssim

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Comparing different similarity functions for reconstruction of image on CycleGAN. (https://tandon-a.github.io/CycleGAN_ssim/) Training cycleGAN with different loss functions to improve visual quality of produced images

computer-vision deep-learning tensorflow computer-graphics generative-adversarial-network gan image-manipulation image-generation perceptual-losses image-translation cyclegan image-to-image-translation perceptual-similarity ssim-loss
  • Updated Mar 2, 2020
  • Python

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