Refiner

class byotrack.api.refiner.Refiner

Bases: ABC, ParametrizedObjectMixin

Base class for tracks refiners

Improve a set of tracks

Each refiner can define a set of parameters (See ParametrizedObjectMixin)

abstract run(video: Iterable[ndarray], tracks: Collection[Track]) → Collection[Track]

Run the refiner on a whole video

Parameters:

• video (Iterable[np.ndarray]) – Sequence of frames (video) Each array is expected to have a shape (H, W, C)

• tracks (Collection[byotrack.Track]) – Tracks of particles

Returns:

Refined tracks of particles

Return type:

Collection[byotrack.Track]