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Winter of Code 2020

Winter of Code (WoC) projects and products related to DSC NSEC!

DSC NSEC is a mentoring organization for Winter of Code 2020. Developer Student Clubs NSEC is a prominent student developer community in Eastern India, based out of NSEC campus in Kolkata. The club boasts over 3000+ members from all over the world.

In the IDEA.md file of this repository, we list project ideas from mentors. DSC NSEC also encourages you -- as a WoC student -- to propose your own original project ideas (as PRs to IDEA.md).

After you sign up as a WoC student please refer to the DSC NSEC Contribution Guide and the DSC NSEC Proposal Template as you draft your proposal.

Questions?

Ask WoC-specific questions in the DSC NSEC Discord workspace.

More questions about being a WoC mentor or student? Check out the WoC mentor & student guides.

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docscanner's Issues

Align image of pages

Goal

Align image of pages that are in different orientations using keypoint matching and a homography matrix so that we can apply OCR to the texts in the page.

Considerations

We'll be developing a generalized document scanner so there won't be a special text filled template to extract keypoints for matching. A perfectly aligned empty page might be a good template. We can then compute a homography matrix, which allows us to apply a perspective warp to align the image of pages.

Deliverables

  • A Colab Notebook to demonstrate the idea.
  • A Python script (you can modularize code with multiple scripts too) for the end-to-end execution i.e. this script will take an image of a page as its input, align it in proper orientation, and display the aligned image on the screen.

Tools

You are free to use open-source pre-trained models. If you use someone else's please attribute it. If your code is plagiarized then you will be suspended (applicable only if you are a WoC participant).

This template was adapted from Deep Fusion AI's organization template: thank you Sayak Paul for writing it!

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