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release v0.1.9 implements dynamic skeleton weight augmentation based …
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…on fix frame separability
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georgeglidden committed Sep 12, 2024
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6 changes: 2 additions & 4 deletions RELEASE_NOTES.md
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Changes for this version of DIPLOMAT:
- reworked occlusion logic to support decay, merge current visible and prior occluded probabilities through a maximum.
- enter state is now being used again; patched a bug that made DIPLOMAT unable to use enter state when frames are missing body parts.
- patched domination logic to avoid NaN probabilities when complete domination occurs immediately after the enter state is used.
- applied sidebar radiobutton color fix from interactive mode to tweak mode. UI colors now update when the tracking colors update.
- implemented a geometric normalizer for frame score, based on patterns that give approximations to the packing circles / spreading points problem by Szabo/Csendes/Casado/Garcia (Packing Equal Circles in a Square, 2001)
- using the frame score normalizer, the fix frame of a segment now augments the skeleton weight constant. fix frames with poor separability will have reduced skeleton weight. fix frames with missing limbs will have a minimal (1e-4) skeleton weight. testing indicates this reduces rapid switching to some extent.
2 changes: 1 addition & 1 deletion diplomat/__init__.py
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A tool providing multi-animal tracking capabilities on top of other Deep learning based tracking software.
"""

__version__ = "0.1.8_dynamic-skeleton-weight"
__version__ = "0.1.9"
# Can be used by functions to determine if diplomat was invoked through it's CLI interface.
CLI_RUN = False

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