DIPLOMAT Release v0.1.13

Changes for this version of DIPLOMAT:

• updated installation procedure to include updating pip
• added quotes around the editable installation path + options for zsh compatibility
• change order of installation instructions to prioritize DIPLOMAT-SLEAP

DIPLOMAT Release v0.1.12

Changes for this version of DIPLOMAT:

• added installation troubleshooting procedure to docs
• added installation verification procedure to docs
• created a zenodo record for sample data and models.

DIPLOMAT Release v0.1.11

Changes for this version of DIPLOMAT:

• changed re-run icon from a triangle to a pair of circularly-arranged arrows
• decluttered terminal output during supervised mode

DIPLOMAT Release v0.1.10

Changes for this version of DIPLOMAT:

• implemented the RepairClusters frame pass to identify and resolve clustering errors before fix frames are selected

DIPLOMAT Release v0.1.9

Changes for this version of DIPLOMAT:

• 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.

DIPLOMAT Release v0.1.8

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.

DIPLOMAT Release v0.1.7

Changes for this version of DIPLOMAT:

• sidebar radiobutton label colors now update with video label colors when the colormap is changed in settings menu.

DIPLOMAT Release v0.1.6

Changes for this version of DIPLOMAT:

• Fixed a bug in assignment that induced very high rates of swapping between bodies. The Hungarian algorithm is now implemented by linear_sum_assignment from scipy.optimize, defined locally due to dependency issues. This reverts a previous change that implemented the Hungarian algorithm with numba routines.

DIPLOMAT Release v0.1.5

Changes for this version of DIPLOMAT:

• Added new memory mode hybrid and set it to the default
• Added a save to disk button to the UI which saves frames to disk when in memory mode
• New configuration file with fixes for the CPU conda environment
• Rename CLI commands from supervised / unsupervised / track / restore to track_and_interact / track / track_with / interact
• Minor UI bug fixes

DIPLOMAT Release v0.1.4

Changes for this version of DIPLOMAT:

• Added new memory mode hybrid and set it to the default
• Added a save to disk button to the UI which saves frames to disk when in memory mode
• New configuration file with fixes for the CPU conda environment
• Rename CLI commands from supervised / unsupervised / track / restore to track_and_interact / track / track_with / interact
• Minor UI bug fixes