kornia/kornia-rs

[Feature]: Add test suite of real-world images for AprilTag detection

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#625 geöffnet am 7. Jan. 2026

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Beschreibung

🚀 Feature Description

Collate a set of real-world images of AprilTags with various characteristics (quality, resolution, lighting conditions, number of tags, tag family etc.). Add a test suite that validates the kornia-apriltag library against this image set.

📂 Feature Category

Other

💡 Motivation

  • Detect regressions and failure cases in detection
  • Enable real-world benchmarking - e.g. to answer questions like this

💭 Proposed Solution

Collect an initial set of images and add them:

  • either to this repository with LFS
  • another repository in the kornia organisation, and pull it in as a submodule

📚 Library Reference

N/A

🔄 Alternatives Considered

No response

🎯 Use Cases

  • Validation of changes to kornia-apriltag
  • Demonstrate the detectionn rate of kornia-apriltag to potential adopters
  • If the image set is implemented as an independent repository, this could be used for comparative benchmarking of different AprilTag detector implementations (e.g. https://github.com/rossng/apriltag-tests)

📝 Additional Context

I might be able to contribute to this feature.

🤝 Contribution Intent

  • I plan to submit a PR to implement this feature
  • I'm requesting this feature but not planning to implement it

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