Sanity checks

[vniclas]

Missing features:

• Determine geometry type from job name in a more robust way
• List issues of project/dataset images that are not assigned to any job
• Remove accidentally added imaged tags
• Publish CI results as artifacts
• Add "resolved" tag to deal with previously reviewed issue tags
• Do not exit on the first error, e.g., a project not being found
• If not projects are given, run checks for all projects in the specified workspace
• Add the number of automatically fixed issues to the output. This should increment on previous runs.

Missing features for bounding boxes:

• Compare with pre-labels
• Delete tiny boxes (currently, they are only tagged)
• Reduce boxes to image area
• Check bounding box aspect ratio
• Check for redundant annotation with multiple boxes
• Adjust ratio check based on "truncated" tag

Missing features for segmentation:

• Delete tiny masks (currently, they are only tagged)
• Reduce mask to image area
• Tighten large boxes caused by ghost points
• Check box aspect ratio
• Check for holes and fill them
• Delete separated pixels and small patches

[ddavid]

Just came across some issues regarding suspect aspect ratios during my last review that were regular cones correctly tagged as being truncated.
Would it make sense to use the truncated tag as a prior and adjust the tolerance?

[vniclas]

Added as a feature request.

[ddavid]

Not sure how often this could or will happen, noticed it for the first time today: two bboxes with identical geometry but different classes for the same cone. Because of the z-Index only the correct class one appeared. Luckily the bbox was too large, which made the wrongly classified duplicate box apparent.