satoshi-kosugi / DeepImagePrior

A Keras Implementation of "Deep Image Prior".

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Super-resolution

You can run the code of super-resolution as follows.

python super_resolution.py <LR_image_name> <SR_image_name>

This is an example of the result. From left to right, LR, bicubic and the proposed method.



Denoising

You can run the code of denoising as follows.

python denoising.py <noisy_image_name> <denoised_image_name>

This is an example of the result. A noisy image and the denoised image.



Inpainting

You can run the code of inpainting as follows.

python inpainting.py <masked_image_name> <mask_image_name> <inpainted_image_name> 

This is an example of the result. A masked image and the inpainted image.

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A Keras Implementation of "Deep Image Prior".


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