https://github.com/celestialtaha/iust-deep-learning-final-project

Single image super resolution
https://github.com/celestialtaha/iust-deep-learning-final-project

deep-learning keras sisr super-resolution tensorflow2

Last synced: 20 days ago
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Single image super resolution

• Host: GitHub
• URL: https://github.com/celestialtaha/iust-deep-learning-final-project
• Owner: celestialtaha
• Created: 2020-08-16T17:42:13.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2020-08-16T18:41:17.000Z (almost 6 years ago)
• Last Synced: 2025-07-21T19:26:57.351Z (11 months ago)
• Topics: deep-learning, keras, sisr, super-resolution, tensorflow2
• Language: Jupyter Notebook
• Homepage:
• Size: 1.5 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# iust-deep-learning-final-project

## Single Image Super Resolution - Improvement over SRGAN

Course website https://iust-deep-learning.github.io/982

## Dataset links

DIV2K Train LR: http://data.vision.ee.ethz.ch/cvl/DIV2K/DIV2K_train_LR_bicubic_X4.zip

DIV2K Train HR: http://data.vision.ee.ethz.ch/cvl/DIV2K/DIV2K_train_HR.zip

DIV2K Valid LR: http://data.vision.ee.ethz.ch/cvl/DIV2K/DIV2K_valid_LR_bicubic_X4.zip

DIV2K Valid HR: http://data.vision.ee.ethz.ch/cvl/DIV2K/DIV2K_valid_HR.zip

Benchmark datasets (Set5,...): https://bit.ly/320hzpw