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| README.md | https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/README.md |
| inference_SRGAN.sh | https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/inference_SRGAN.sh |
| inference_SRGAN.sh | https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/inference_SRGAN.sh |
| main.py | https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/main.py |
| main.py | https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/main.py |
| test_SRGAN.sh | https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/test_SRGAN.sh |
| test_SRGAN.sh | https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/test_SRGAN.sh |
| train_SRGAN.sh | https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/train_SRGAN.sh |
| train_SRGAN.sh | https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/train_SRGAN.sh |
| train_SRResnet.sh | https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/train_SRResnet.sh |
| train_SRResnet.sh | https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/train_SRResnet.sh |
| README | https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#srgan-tensorflow |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#introduction |
| Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | https://arxiv.org/pdf/1704.02470v1.pdf |
| paper on arxiv | https://arxiv.org/pdf/1704.02470v1.pdf |
| RAISE dataset | http://mmlab.science.unitn.it/RAISE/ |
| pix2pix-tensorflow | https://github.com/affinelayer/pix2pix-tensorflow |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#some-results |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/SRGAN/comic_LR.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/images/img_005-outputs.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/SRGAN/comic_SRGAN-VGG54.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/SRGAN/comic_HR.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/SRGAN/baboon_LR.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/images/img_001-outputs.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/SRGAN/baboon_SRGAN-VGG54.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/images/img_001-targets.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#denpendency |
| google drive | https://drive.google.com/a/gapp.nthu.edu.tw/uc?id=0BxRIhBA0x8lHNDJFVjJEQnZtcmc&export=download |
| TF-slim models | http://download.tensorflow.org/models/vgg_19_2016_08_28.tar.gz |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#recommended |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#getting-started |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#run-test-using-pre-trained-model |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#run-the-inference-using-pre-trained-model-on-your-own-image |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#run-the-training-process |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#data-and-checkpoint-preparation |
| TF-silm model | http://download.tensorflow.org/models/vgg_19_2016_08_28.tar.gz |
| High-resolution images | https://drive.google.com/file/d/0BxRIhBA0x8lHYXNNVW5YS0I2eXM/view?usp=sharing |
| Low-resolution images | https://drive.google.com/file/d/0BxRIhBA0x8lHNnJFVUR1MjdMWnc/view?usp=sharing |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#train-srresnet |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/result/SRResnet_PSNR.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/result/SRResnet_content_loss.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#train-srgan-with-mse-loss |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/result/SRGAN_MSE_PSNR.png |
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| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/result/SRGAN_MSE_ad.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/result/SRGAN_MSE_dl.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#train-srgan-with-vgg54-perceptual-loss |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/result/SRGAN_VGG_PSNR.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/result/SRGAN_VGG_cl.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/result/SRGAN_VGG_ad.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/blob/master/pic/result/SRGAN_VGG_dl.png |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#more-result-on-benchmark |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#coming-soon |
| https://github.com/DeepLearningImageCompression/SRGAN-tensorflow/tree/master#reference |
| C. Ledig, L. Theis, F. Huszar, J. Caballero, A. Cunningham, A. Acosta, A. Aitken, A. Tejani, J. Totz, Z. Wang, W. Shi, Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network, accepted at CVPR (oral), 2017. | https://arxiv.org/pdf/1609.04802.pdf |
| D.-T. Dang-Nguyen, C. Pasquini, V. Conotter, G. Boato, RAISE – A Raw Images Dataset for Digital Image Forensics, ACM Multimedia Systems, Portland, Oregon, March 18-20, 2015". | http://mmlab.science.unitn.it/RAISE/ |
| Isola, P., Zhu, J.Y., Zhou, T., Efros, A.A. Image-to-Image Translation with Conditional Adversarial Networks CVPR, 2017. | https://arxiv.org/pdf/1611.07004v1.pdf |
| pix2pix-tensorflow | https://github.com/affinelayer/pix2pix-tensorflow |
|
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