BrainLesion/panoptica

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panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps

Stars: 34
Forks: 11
Open beginner issues: 0
Indexed issues: 19

Dominant language: Python
License: Apache-2.0
Last GitHub push: Aug 19, 2026
Latest indexed: Sep 14, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

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19 open issues indexed

Support for instance proposals (bounding boxes) Open

enhancement

BrainLesion/panoptica#88 · 1 comment · 1 reaction · 1 assignee · Indexed Sep 14, 2026
Object Detection Open

enhancement metric

BrainLesion/panoptica#152 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 14, 2026
More fluent pipeline Open

enhancement metric

BrainLesion/panoptica#154 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
[FEATURE] aggregrated global evaluations Open

enhancement

BrainLesion/panoptica#168 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
[FEATURE] Metric system Overhaul Open

enhancement metric

BrainLesion/panoptica#181 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
[FEATURE] more sophisticated unit tests also covering edge cases Open

enhancement

BrainLesion/panoptica#191 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
[FEATURE] Easy to use tutorial for multiple classes Open

documentation enhancement tutorial

BrainLesion/panoptica#195 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
[BUG] Currently breaking on Colab because of a potential colab issue: `ModuleNotFoundError: No module named 'numpy.strings'` Open

bug wontfix

BrainLesion/panoptica#211 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
[DISCUSSION] How to setup `set_to_binary` in label groups. Open

BrainLesion/panoptica#219 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
[FEATURE] Robust and Reliable Ranking Open

enhancement

BrainLesion/panoptica#224 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
[FEATURE] Expanding visual unit tests Open

enhancement

BrainLesion/panoptica#226 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
[FEATURE] cupy-based CCA Open

enhancement

BrainLesion/panoptica#232 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
[FEATURE] class MaxBipartiteMatching(InstanceMatchingAlgorithm) cannot handle many-to-one Open

enhancement

BrainLesion/panoptica#236 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
REFACTOR PLAN Open

BrainLesion/panoptica#248 · 1 comment · 1 reaction · 0 assignees · Indexed Sep 14, 2026
[FEATURE] Swap module-level locks for an OS-level file lock Open

enhancement

BrainLesion/panoptica#261 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 14, 2026
[FEATURE] Report predicted instances Open

enhancement

BrainLesion/panoptica#267 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
[FEATURE] PanopticaStatistic object can derive ranges like quantiles based on group and metric Open

enhancement

BrainLesion/panoptica#286 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
[FEATURE] unifying naming/naming convention of metrics Open

enhancement

BrainLesion/panoptica#289 · 0 comments · 0 reactions · 2 assignees · Indexed Sep 14, 2026
[FEATURE] Reproducibility Open

enhancement

BrainLesion/panoptica#294 · 5 comments · 1 reaction · 0 assignees · Indexed Sep 14, 2026

BrainLesion/panoptica

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