SISR

This is the Computer Vision Project TU Berlin

Please follow the folwing step to run and predict HR image

Run the data_preprocessing ipynb file to creat .h5 data for training
Run the SISRIA-model.ipynb fie to read the training data file and run the model and predict the HR image.

Note: For your dataset just change the data file directory in data_preprocessing file.....

Name		Name	Last commit message	Last commit date
Latest commit History 59 Commits
Test		Test
Train		Train
dataset_new		dataset_new
sim2-alignment-master		sim2-alignment-master
simple align		simple align
Downsampling-Images.ipynb		Downsampling-Images.ipynb
Images-to-NPY.ipynb		Images-to-NPY.ipynb
README.md		README.md
SISRIA-Model.ipynb		SISRIA-Model.ipynb
SISRIA.ipynb		SISRIA.ipynb
SISRIA_HR_CE.B.h5		SISRIA_HR_CE.B.h5
SISRIA_HR_CE.G.h5		SISRIA_HR_CE.G.h5
SISRIA_HR_CE.R.h5		SISRIA_HR_CE.R.h5
m_model_adam30_ce.h5		m_model_adam30_ce.h5
main.py		main.py
myplot.py		myplot.py
prepare_data.ipynb		prepare_data.ipynb
psnr.py		psnr.py
utils.py		utils.py

0YJ/SISRIA