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image-super-resolution-with-srcnn's Introduction

Image-Super-Resolution-with-SRCNN

The original paper is Learning a Deep Convolutional Network for Image Super-Resolution

This Project

  • Use the PSNR, MSE, and SSIM image quality metrics
  • Process images using OpenCV
  • Convert between the RGB, BGR, and YCrCb color spaces
  • Build SRCNN deep neural network architecture in Keras
  • Deploy and evaluate the SRCNN network

Use:

Execute: python SRCNN.py

Results

Colab Demo (Coming Soon)

Author

You can get in touch with me on my LinkedIn Profile:

Saad Hassan

LinkedIn Link

You can also follow my GitHub Profile to stay updated about my latest projects: GitHub Follow

If you liked the repo then kindly support it by giving it a star โญ!

If you find any bug in the code or have any improvements in mind then feel free to generate a pull request.

Issues

GitHub Issues

If you face any issue, you can create a new issue in the Issues Tab and I will be glad to help you out.

LICENSE

  • MIT (2021)

image-super-resolution-with-srcnn's People

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