type

states.LearnedObservation

class LearnedObservation:

Update step that fuses matched detections with a learned module.

Parameters

NameTypeDescription
fieldstrTracklet field to update.
meas_fieldstrDetection field holding the measurement.
modulecallableCallable ``(track: (K, D), measurement: (K, D)) -> (K, D)`` — e.g. a ``GRUCell``-style gated update. Applied to matched pairs only.

Members

method

  • __call__Apply the learned update module to matched tracklet-detection pairs.
  • __init__

Source: unitrack/states/learned.py:57