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Feat/add debug#4

Merged
agfianf merged 26 commits intomainfrom
feat/add-debug
Feb 3, 2025
Merged

Feat/add debug#4
agfianf merged 26 commits intomainfrom
feat/add-debug

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@agfianf agfianf commented Feb 3, 2025

📝 Description

This PR introduces significant enhancements to the color correction package, focusing on improved accuracy and user experience. Added multiple correction models (polynomial, linear, affine) alongside the existing least squares approach, providing more flexibility for different use cases. Enhanced visualization capabilities help users better understand the correction process.

🔄 Key Changes

  • Added new correction models with scikit-learn integration
  • Improved patch detection and processing pipeline
  • Enhanced debug visualization system
  • Updated documentation with clearer examples
  • Added comprehensive test coverage

🧪 Testing

  • Added test cases for new correction models
  • Verified patch detection improvements
  • Tested visualization outputs
  • All tests passing
  • Coverage around 38%

📋 Notes

This update moves the package from alpha to beta status, reflecting the increased stability and feature completeness. Users should review the updated documentation for new features and improved usage patterns.

📸 Docs

  • add How it works flow diagram
    image

…l output details; add pre-commit to dependencies
…nomial, and least squares regression;

- add preprocessing and postprocessing utilities
…wargs support; update image display to RGB format
@agfianf agfianf merged commit 778a14d into main Feb 3, 2025
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@agfianf agfianf deleted the feat/add-debug branch February 3, 2025 14:43
@agfianf agfianf self-assigned this Feb 11, 2025
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