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L2 - 03: AI Powered Image Restoration and Enhancement

Overview

Collection of AI Image Restoration and Enhancement Tasks.

(Demo: Hugging Face Space)

Tasks

Name Description Notebook Hugging Face Space
T1 - Image Resolution Increase image resolution Open notebook in Colab
T2 - De-noising Remove noise Open notebook in Colab
T3 - De-blurring Sharpen blurry images Open notebook in Colab
T4 - Image Colorization Add color information to grayscale images Open notebook in Colab Demo
T5 - Image Inpainting Reconstruct missing or damaged parts of an image Open notebook in Colab

Implementation Pipeline

  • Setup Environment
  • Install Dependencies
  • Load Pre-trained Models
  • Process Images for Each Task
  • Visualization

Contributing

If you want to contribute to this project, you are welcome to do so. You can either add new projects, improve existing ones, or fix bugs and errors.

Please follow these steps to contribute:

  • Fork this repository and clone it to your local machine.
  • Create a new branch with a descriptive name for your contribution.
  • Add your code and files to the branch and commit your changes.
  • Push your branch to your forked repository and create a pull request to the main repository.
  • Wait for your pull request to be reviewed and merged.

References