sportslabkit.sot.base#

Overview#

Classes#
`SingleObjectTracker`	Helper class that provides a standard way to create an ABC using

Classes#

class sportslabkit.sot.base.SingleObjectTracker(target, window_size=1, step_size=None, pre_init_args={}, post_init_args={})[source]#

Bases: abc.ABC

Helper class that provides a standard way to create an ABC using inheritance.

Overview

Methods#
`pre_initialize`(**kwargs)	-
`post_initialize`(**kwargs)	-
`update_tracklet_observations`(states)	-
`update`(current_frame)	abc -
`process_sequence_item`(sequence)	-
`track`(sequence)	-
`pre_track`()	-
`post_track`()	-
`reset`()	-
`check_required_types`(target)	-
`check_updated_state`(state)	-
`create_hparam_dict`()	-
`tune_hparams`(frames, ground_truth_positions, n_trials, hparam_search_space, metric, verbose, return_study)	-

Members

pre_initialize(**kwargs)[source]#

post_initialize(**kwargs)[source]#

update_tracklet_observations(states: dict[str, Any])[source]#

abstract update(current_frame: Any) → dict[str, Any][source]#

process_sequence_item(sequence: Any)[source]#

track(sequence: Iterable[Any] | np.ndarray) → sportslabkit.Tracklet[source]#

pre_track()[source]#

post_track()[source]#

reset()[source]#

check_required_types(target: dict[str, Any])[source]#

check_updated_state(state: dict[str, Any])[source]#

create_hparam_dict()[source]#

tune_hparams(frames, ground_truth_positions, n_trials=100, hparam_search_space=None, metric=iou_scores, verbose=False, return_study=False)[source]#