OCR Accuracy Regression Harness (Golden Inputs)

[Cedarich]

Complexity Score: 200

Description

Prevent OCR regressions by testing against a small golden dataset.

Requirements

• Define golden inputs and expected extracted fields/bounds.
• Produce a summary report with pass/fail and error categories.
• Add CI job that runs the harness on relevant changes.

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[Aisha000-0]

@Aisha000-0 has applied to work on this issue as part of the Stellar Wave Program's 5th wave.

Pls assign me this issue to work on

ℹ️ Repo Maintainers: To accept this application, review their application or assign @Aisha000-0 to this issue.

[drips-wave]

Congratulations, @Aisha000-0! 🎉 Your application was accepted by the repo's maintainers, and the issue is due on June 2, 2026.

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[bytebinders]

@bytebinders has applied to work on this issue as part of the Stellar Wave Program's 5th wave.

I understand the requirement. The goal is to build an OCR regression harness using a golden dataset that validates extracted text and bounding outputs, produces structured pass/fail reports with error categories, and integrates into CI so regressions are caught early on OCR-related changes. I’m willing to implement the dataset, evaluation logic, reporting format, and CI pipeline integration in a clean and maintainable way.

ℹ️ Repo Maintainers: To accept this application, review their application or assign @bytebinders to this issue.

[drips-wave]

Congratulations, @bytebinders! 🎉 Your application was accepted by the repo's maintainers, and the issue is due on June 2, 2026.

🧑‍💻 @bytebinders: Please resolve the issue such that the repo's maintainers have enough time to review your contribution before the due date. You'll earn Points for completing the issue on-time, which will make you eligible for a share of the Stellar Wave Program's reward pool.

Warning

When opening a PR, please link it to this issue to ensure it gets tracked accurately. Points are awarded when this issue is marked as completed by the maintainer.

🤠 Repo maintainers: Please keep an eye on the contributor's progress and review their work before the due date. You can manage this issue, including adjusting its complexity and points, here.

🌊 Happy Wave 🌊