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make docs more pretty
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kopytjuk committed Sep 6, 2024
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4 changes: 2 additions & 2 deletions docs/source/stonesoup.metricgenerator.clearmotmetrics.rst
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Track-to-truth metrics
======================
CLEAR MOT Metrics
=================

.. automodule:: stonesoup.metricgenerator.clearmotmetrics
:show-inheritance:
18 changes: 9 additions & 9 deletions stonesoup/metricgenerator/clearmotmetrics.py
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class ClearMotMetrics(MetricGenerator):
"""CLEAR MOT Metrics
"""CLEAR MOT metrics
Computes multi-object tracking (MOT) metrics designed for the classification of events,
activities, and relationships (CLEAR) evaluation workshops. The implementation provided here
is derived from [1] and focuses on providing the MOTP (precision) and MOTA (accuracy) scores:
activities, and relationships (CLEAR) evaluation workshops. The implementation here
is derived from [1] and provides following metrics:
- MOTP: average distance between all associated truth and track states. The target score is 0.
- MOTA: 1 - ratio of the number of misses, false positives, and mismatches (ID-switches)
relative to the total number of truth states. The target score is 1. This score can become
negative with a higher number of errors.
* MOTP (precision): average distance between all associated truth and track states. The target score is 0.
* MOTA (accuracy): 1 - ratio of the number of misses, false positives, and mismatches (ID-switches)
relative to the total number of truth states. The target score is 1. This score can become
negative with a higher number of errors.
Reference
Reference:
[1] Evaluating Multiple Object Tracking Performance: The CLEAR MOT Metrics,
Bernardin et al, 2008
Bernardin et al, 2008
"""
tracks_key: str = Property(doc='Key to access set of tracks added to MetricManager',
default='tracks')
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