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Currently we restrict atoms being inlined not to define their own local DFBs, but there is really no reason for this
restriction to apply.
To implement this well, though, we should have some way to re-use ...
Weekly Maintenance Cleanup
Task Description
Perform weekly maintenance tasks including code cleanup, dependency updates, and general housekeeping.
Expected Outcome
- All dependencies updated to latest ...
For all posts in this blog review current categories and how they correspond to content and establish a more robust,
simple category labelling system so discovery is easier.
Problem
When saving Labels containing SegmentationMask / PredictedSegmentationMask objects to .slp, the mask_rle HDF5 dataset is
created without compression (chunks=True only), while the score-map dataset ...
Summary
Explore a top-down instance-segmentation path: centroid → crop → predict a single binary foreground mask per crop (the
centered instance), analogous to top-down pose but with a mask head instead ...
Problem
The bottomup_segmentation model type has zero docs/help coverage. There is no guide analogous to
docs/guides/centroid-only-inference.md, no mention in inference.md / training.md, no documented ...
Problem
predict_streaming / predict_to_file are untested for bottomup_segmentation. The e2e streaming matrix
(tests/inference/test_e2e_video.py:50-72) parametrizes over single_instance / centroid_only ...

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