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Super resolution with Subpixel CNN using Keras

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Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
models		models
.gitignore		.gitignore
DataGenerator.py		DataGenerator.py
README.md		README.md
Subpixel.py		Subpixel.py
preprocess.ipynb		preprocess.ipynb
result.png		result.png
train.ipynb		train.ipynb

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Super Resolution

Enhance low resolution image to high resolution image

Click image to see Youtube video!

Dependencies

Python 3+
Keras
numpy
OpenCV
scikit-image
matplotlib (for visualization)

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Super resolution with Subpixel CNN using Keras

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Jupyter Notebook 98.7%
Python 1.3%