Index

_

_box (sportslabkit.types.Detection attribute) (sportslabkit.types.detection.Detection attribute) (sportslabkit.vector_model.Detection attribute) _class_id (sportslabkit.types.Detection attribute) (sportslabkit.types.detection.Detection attribute) (sportslabkit.vector_model.Detection attribute) _feature (sportslabkit.types.Detection attribute) (sportslabkit.types.detection.Detection attribute) (sportslabkit.vector_model.Detection attribute)

_score (sportslabkit.types.Detection attribute) (sportslabkit.types.detection.Detection attribute) (sportslabkit.vector_model.Detection attribute) _value (sportslabkit.motion_model.ExponentialMovingAverage attribute) (sportslabkit.motion_model.models.ema.ExponentialMovingAverage attribute) (sportslabkit.motion_model.models.ExponentialMovingAverage attribute)

A

add_bbox_to_frame() (in module sportslabkit.dataframe.bboxdataframe) add_frame_id_to_frame() (in module sportslabkit.dataframe.bboxdataframe) ap_score() (in module sportslabkit.metrics) (in module sportslabkit.metrics.object_detection) ap_score_range() (in module sportslabkit.metrics) (in module sportslabkit.metrics.object_detection)

apply_hyperparameters() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) authenticate() (in module sportslabkit.datasets.downloader) auto_string_parser() (in module sportslabkit.io.file) (in module sportslabkit.utils) (in module sportslabkit.utils.utils) available (in module sportslabkit.datasets)

B

BaseBatchMatchingFunction (class in sportslabkit.matching) (class in sportslabkit.matching.base_batch) BaseCalibrationModel (class in sportslabkit.calibration_model) (class in sportslabkit.calibration_model.base) BaseCLIP (class in sportslabkit.image_model.clip) BaseCostMatrixMetric (class in sportslabkit.metrics) (class in sportslabkit.metrics.cost_matrix_metrics) BaseDetectionModel (class in sportslabkit.detection_model) (class in sportslabkit.detection_model.base) BaseImageModel (class in sportslabkit.image_model.base) BaseMatchingFunction (class in sportslabkit.matching) (class in sportslabkit.matching.base) BaseMotionModel (class in sportslabkit.motion_model) (class in sportslabkit.motion_model.base)

BaseSLKDataFrame (class in sportslabkit.dataframe) (class in sportslabkit.dataframe.base) BaseTorchReIDModel (class in sportslabkit.image_model.torchreid) BaseVectorModel (class in sportslabkit.vector_model) (class in sportslabkit.vector_model.base) batch_frames() (sportslabkit.Camera method) (sportslabkit.camera.Camera method) (sportslabkit.camera.camera.Camera method) BBoxDataFrame (class in sportslabkit) (class in sportslabkit.dataframe) (class in sportslabkit.dataframe.bboxdataframe) Box (in module sportslabkit.types) (in module sportslabkit.types.types) BYTETracker (class in sportslabkit.mot) (class in sportslabkit.mot.bytetrack)

C

CACHE_DIR (in module sportslabkit.constants) calibrate() (sportslabkit.cli.CLI method) calibrate_camera_fisheye() (in module sportslabkit.camera.calibrate) calibrate_camera_zhang() (in module sportslabkit.camera.calibrate) calibrate_from_npz() (sportslabkit.cli.CLI method) calibrate_video_from_mappings() (in module sportslabkit.camera.calibrate) Callback (class in sportslabkit.mot.base) Camera (class in sportslabkit) (class in sportslabkit.camera) (class in sportslabkit.camera.camera) CandidateDetection (class in sportslabkit.utils.detection) cdist() (in module sportslabkit.utils.tracking) check_data_dir() (sportslabkit.datasets.datasets.trajectory_datamodule.TrajectoryDataModule method) check_observation_lengths() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) check_required_types() (sportslabkit.sot.base.SingleObjectTracker method) (sportslabkit.sot.SingleObjectTracker method) check_updated_state() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) (sportslabkit.sot.base.SingleObjectTracker method) (sportslabkit.sot.SingleObjectTracker method) CLASS_ID_INDEX (in module sportslabkit.dataframe.bboxdataframe) (in module sportslabkit.metrics.object_detection) cleanup() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) cleanup_tracklets() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) CLI (class in sportslabkit.cli) cli (in module sportslabkit.cli) CLIP_RN101 (class in sportslabkit.image_model.clip) CLIP_RN50 (class in sportslabkit.image_model) (class in sportslabkit.image_model.clip) CLIP_RN50x16 (class in sportslabkit.image_model.clip) CLIP_RN50x4 (class in sportslabkit.image_model.clip) CLIP_RN50x64 (class in sportslabkit.image_model.clip) CLIP_ViT_B_16 (class in sportslabkit.image_model.clip) CLIP_ViT_B_32 (class in sportslabkit.image_model.clip) CLIP_ViT_L_14 (class in sportslabkit.image_model.clip) CLIP_ViT_L_14_336px (class in sportslabkit.image_model.clip) close() (sportslabkit.Camera method) (sportslabkit.camera.Camera method) (sportslabkit.camera.camera.Camera method) (sportslabkit.camera.VideoReader method), [1] (sportslabkit.camera.videoreader.VideoReader method), [1]

compute_cost_matrices() (sportslabkit.matching.base_batch.BaseBatchMatchingFunction method) (sportslabkit.matching.BaseBatchMatchingFunction method) (sportslabkit.matching.simple.SimpleBatchMatchingFunction method) (sportslabkit.matching.SimpleBatchMatchingFunction method) compute_cost_matrix() (sportslabkit.matching.base.BaseMatchingFunction method) (sportslabkit.matching.BaseMatchingFunction method) (sportslabkit.matching.motion_visual.MotionVisualMatchingFunction method) (sportslabkit.matching.MotionVisualMatchingFunction method) (sportslabkit.matching.simple.SimpleMatchingFunction method) (sportslabkit.matching.SimpleMatchingFunction method) compute_metric() (sportslabkit.metrics.BaseCostMatrixMetric method) (sportslabkit.metrics.CosineCMM method) (sportslabkit.metrics.cost_matrix_metrics.BaseCostMatrixMetric method) (sportslabkit.metrics.cost_matrix_metrics.CosineCMM method) (sportslabkit.metrics.cost_matrix_metrics.EuclideanCMM method) (sportslabkit.metrics.cost_matrix_metrics.EuclideanCMM2D method) (sportslabkit.metrics.cost_matrix_metrics.IoUCMM method) (sportslabkit.metrics.EuclideanCMM method) (sportslabkit.metrics.EuclideanCMM2D method) (sportslabkit.metrics.IoUCMM method) CONFIDENCE_INDEX (in module sportslabkit.dataframe.bboxdataframe) (in module sportslabkit.metrics.object_detection) config (in module sportslabkit.logger) confirm() (in module sportslabkit.datasets.downloader) convert_bboxes() (in module sportslabkit.metrics.object_detection) convert_to_detection() (in module sportslabkit.detection_model.base) convert_to_x1y1x2y2() (in module sportslabkit.metrics) (in module sportslabkit.metrics.object_detection) CoordinatesDataFrame (class in sportslabkit) (class in sportslabkit.dataframe) (class in sportslabkit.dataframe.coordinatesdataframe) CosineCMM (class in sportslabkit.metrics) (class in sportslabkit.metrics.cost_matrix_metrics) cost() (in module sportslabkit.utils.tracking) count_iter_items() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) create_hparam_dict() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) (sportslabkit.sot.base.SingleObjectTracker method) (sportslabkit.sot.SingleObjectTracker method) create_tracklet() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) crop() (sportslabkit.types.Detections method) (sportslabkit.types.detections.Detections method) cv2pil() (in module sportslabkit.utils) (in module sportslabkit.utils.utils)

D

dataset_list_files() (sportslabkit.datasets.downloader.KaggleDownloader method) (sportslabkit.datasets.KaggleDownloader method) DeepSORTTracker (class in sportslabkit.mot) (class in sportslabkit.mot.deepsort) detect_corners() (in module sportslabkit.camera.calibrate) Detection (class in sportslabkit.types) (class in sportslabkit.types.detection) (class in sportslabkit.vector_model) detection_to_points() (sportslabkit.mot.teamtrack.TeamTracker method) (sportslabkit.mot.TeamTracker method) Detections (class in sportslabkit.types) (class in sportslabkit.types.detections) display_generated_frames() (in module sportslabkit.notebook_utils)

display_tracking_animation() (in module sportslabkit.notebook_utils) download() (sportslabkit.cli.CLI method) (sportslabkit.datasets.downloader.KaggleDownloader method) (sportslabkit.datasets.KaggleDownloader method) download_file_from_google_drive() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) download_model() (in module sportslabkit.image_model.torchreid) downloader (in module sportslabkit.datasets.downloader) draw_bounding_boxes() (in module sportslabkit.utils.draw) draw_tracks() (in module sportslabkit.utils.draw) DummyCalibrationModel (class in sportslabkit.calibration_model) (class in sportslabkit.calibration_model.dummy) DummyDetectionModel (class in sportslabkit.detection_model) (class in sportslabkit.detection_model.dummy)

E

ElevenPointInterpolatedAP() (in module sportslabkit.metrics.object_detection) embed_detections() (sportslabkit.image_model.base.BaseImageModel method) EPS (in module sportslabkit.matching.base) (in module sportslabkit.matching.base_batch) EuclideanCMM (class in sportslabkit.metrics) (class in sportslabkit.metrics.cost_matrix_metrics)

EuclideanCMM2D (class in sportslabkit.metrics) (class in sportslabkit.metrics.cost_matrix_metrics) ExponentialMovingAverage (class in sportslabkit.motion_model) (class in sportslabkit.motion_model.models) (class in sportslabkit.motion_model.models.ema)

F

fetch_or_cache_model() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) find_calibration_parameters() (sportslabkit.cli.CLI method) find_intrinsic_camera_parameters() (in module sportslabkit.camera) (in module sportslabkit.camera.calibrate) forward() (sportslabkit.calibration_model.base.BaseCalibrationModel method) (sportslabkit.calibration_model.BaseCalibrationModel method) (sportslabkit.calibration_model.dummy.DummyCalibrationModel method) (sportslabkit.calibration_model.DummyCalibrationModel method) (sportslabkit.calibration_model.fld.LineBasedCalibrator method) (sportslabkit.calibration_model.LineBasedCalibrator method) (sportslabkit.detection_model.base.BaseDetectionModel method) (sportslabkit.detection_model.BaseDetectionModel method) (sportslabkit.detection_model.dummy.DummyDetectionModel method) (sportslabkit.detection_model.DummyDetectionModel method) (sportslabkit.detection_model.YOLOv8 method) (sportslabkit.detection_model.yolov8.YOLOv8 method) (sportslabkit.image_model.base.BaseImageModel method) (sportslabkit.image_model.clip.BaseCLIP method) (sportslabkit.image_model.torchreid.BaseTorchReIDModel method) (sportslabkit.vector_model.base.BaseVectorModel method) (sportslabkit.vector_model.BaseVectorModel method) (sportslabkit.vector_model.sklearn.SklearnVectorModel method) (sportslabkit.vector_model.SklearnVectorModel method)

from_bbdf() (sportslabkit.detection_model.dummy.DummyDetectionModel static method) (sportslabkit.detection_model.DummyDetectionModel static method) from_config() (sportslabkit.motion_model.base.BaseMotionModel class method) (sportslabkit.motion_model.BaseMotionModel class method) from_dict() (sportslabkit.BBoxDataFrame static method) (sportslabkit.CoordinatesDataFrame static method) (sportslabkit.dataframe.BBoxDataFrame static method) (sportslabkit.dataframe.bboxdataframe.BBoxDataFrame static method) (sportslabkit.dataframe.CoordinatesDataFrame static method) (sportslabkit.dataframe.coordinatesdataframe.CoordinatesDataFrame static method) from_numpy() (sportslabkit.CoordinatesDataFrame static method) (sportslabkit.dataframe.CoordinatesDataFrame static method) (sportslabkit.dataframe.coordinatesdataframe.CoordinatesDataFrame static method)

G

gamma (sportslabkit.motion_model.ExponentialMovingAverage attribute) (sportslabkit.motion_model.models.ema.ExponentialMovingAverage attribute) (sportslabkit.motion_model.models.ExponentialMovingAverage attribute) GatedEuclideanDistance (class in sportslabkit.utils.tracking) generate_frames() (in module sportslabkit.notebook_utils) get_bbox_loader() (in module sportslabkit.io.file) get_confirm_token() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) get_data() (sportslabkit.dataframe.base.BaseSLKDataFrame method) (sportslabkit.dataframe.BaseSLKDataFrame method) get_files() (sportslabkit.datasets.datasets.trajectory_datamodule.TrajectoryDataset method) get_fps() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) get_frame() (sportslabkit.Camera method) (sportslabkit.camera.Camera method) (sportslabkit.camera.camera.Camera method) (sportslabkit.dataframe.base.BaseSLKDataFrame method) (sportslabkit.dataframe.BaseSLKDataFrame method) get_git_root() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) get_gps_loader() (in module sportslabkit.io.file) get_initial_kalman_filter_states() (sportslabkit.motion_model.KalmanFilter method) (sportslabkit.motion_model.models.KalmanFilter method) (sportslabkit.motion_model.models.kf.KalmanFilter method)

get_new_hyperparameters() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) get_observation() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) get_observations() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) get_path() (in module sportslabkit.datasets) get_platform() (in module sportslabkit.datasets.downloader) get_state() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) get_states() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) global_step (sportslabkit.Tracklet attribute) (sportslabkit.types.Tracklet attribute) (sportslabkit.types.tracklet.Tracklet attribute) GPSDataFrame (class in sportslabkit.dataframe.gpsdataframe)

H

H_INDEX (in module sportslabkit.dataframe.bboxdataframe) (in module sportslabkit.metrics.object_detection) HiddenPrints (class in sportslabkit.utils) (class in sportslabkit.utils.utils) hota_final_scores() (in module sportslabkit.metrics.hota) hota_score() (in module sportslabkit.metrics) (in module sportslabkit.metrics.hota) hparam_search_space (sportslabkit.detection_model.YOLOv8 attribute) (sportslabkit.detection_model.yolov8.YOLOv8 attribute) (sportslabkit.matching.motion_visual.MotionVisualMatchingFunction attribute) (sportslabkit.matching.MotionVisualMatchingFunction attribute) (sportslabkit.mot.deepsort.DeepSORTTracker attribute) (sportslabkit.mot.DeepSORTTracker attribute) (sportslabkit.mot.sort.SORTTracker attribute) (sportslabkit.mot.SORTTracker attribute) (sportslabkit.motion_model.base.BaseMotionModel attribute) (sportslabkit.motion_model.BaseMotionModel attribute) (sportslabkit.motion_model.ExponentialMovingAverage attribute) (sportslabkit.motion_model.KalmanFilter attribute) (sportslabkit.motion_model.models.ema.ExponentialMovingAverage attribute) (sportslabkit.motion_model.models.ExponentialMovingAverage attribute) (sportslabkit.motion_model.models.KalmanFilter attribute) (sportslabkit.motion_model.models.kf.KalmanFilter attribute)

HungarianTracker (class in sportslabkit.sot) (class in sportslabkit.sot.hungarian)

I

id (sportslabkit.Tracklet attribute) (sportslabkit.types.Tracklet attribute) (sportslabkit.types.tracklet.Tracklet attribute) id_final_scores() (in module sportslabkit.metrics.identity) id_to_color() (in module sportslabkit.types.tracklet) identity_score() (in module sportslabkit.metrics) (in module sportslabkit.metrics.identity) IMAGE_NAME_INDEX (in module sportslabkit.dataframe.bboxdataframe) (in module sportslabkit.metrics.object_detection) ImageIterator (class in sportslabkit.utils) (class in sportslabkit.utils.utils) increment_counter() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) increment_path() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) increment_staleness() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) inf (in module sportslabkit.utils.tracking) infer_bbox_format() (in module sportslabkit.io.file) infer_gps_format() (in module sportslabkit.io.file) infer_metadata_from_filename() (in module sportslabkit.io.file) inference_config (sportslabkit.image_model.base.BaseImageModel attribute) (sportslabkit.image_model.clip.BaseCLIP attribute) (sportslabkit.image_model.clip.CLIP_RN101 attribute) (sportslabkit.image_model.clip.CLIP_RN50 attribute) (sportslabkit.image_model.clip.CLIP_RN50x16 attribute) (sportslabkit.image_model.clip.CLIP_RN50x4 attribute) (sportslabkit.image_model.clip.CLIP_RN50x64 attribute) (sportslabkit.image_model.clip.CLIP_ViT_B_16 attribute) (sportslabkit.image_model.clip.CLIP_ViT_B_32 attribute) (sportslabkit.image_model.clip.CLIP_ViT_L_14 attribute) (sportslabkit.image_model.clip.CLIP_ViT_L_14_336px attribute) (sportslabkit.image_model.CLIP_RN50 attribute) (sportslabkit.image_model.ShuffleNet attribute) (sportslabkit.image_model.torchreid.BaseTorchReIDModel attribute) (sportslabkit.image_model.torchreid.MLFN attribute) (sportslabkit.image_model.torchreid.MobileNetV2_x1_0 attribute) (sportslabkit.image_model.torchreid.MobileNetV2_x1_4 attribute) (sportslabkit.image_model.torchreid.OSNet_ain_x0_25 attribute) (sportslabkit.image_model.torchreid.OSNet_ain_x0_5 attribute) (sportslabkit.image_model.torchreid.OSNet_ain_x0_75 attribute) (sportslabkit.image_model.torchreid.OSNet_ain_x1_0 attribute) (sportslabkit.image_model.torchreid.OSNet_ibn_x1_0 attribute) (sportslabkit.image_model.torchreid.OSNet_x0_25 attribute) (sportslabkit.image_model.torchreid.OSNet_x0_5 attribute) (sportslabkit.image_model.torchreid.OSNet_x0_75 attribute) (sportslabkit.image_model.torchreid.OSNet_x1_0 attribute) (sportslabkit.image_model.torchreid.ResNet50 attribute) (sportslabkit.image_model.torchreid.ResNet50_fc512 attribute) (sportslabkit.image_model.torchreid.ShuffleNet attribute) inheritors() (in module sportslabkit.vector_model) input_is_batched (sportslabkit.calibration_model.base.BaseCalibrationModel attribute) (sportslabkit.calibration_model.BaseCalibrationModel attribute) (sportslabkit.calibration_model.dummy.DummyCalibrationModel attribute) (sportslabkit.calibration_model.DummyCalibrationModel attribute) (sportslabkit.calibration_model.fld.LineBasedCalibrator attribute) (sportslabkit.calibration_model.LineBasedCalibrator attribute) (sportslabkit.detection_model.base.BaseDetectionModel attribute) (sportslabkit.detection_model.BaseDetectionModel attribute) (sportslabkit.detection_model.dummy.DummyDetectionModel attribute) (sportslabkit.detection_model.DummyDetectionModel attribute) (sportslabkit.image_model.base.BaseImageModel attribute) (sportslabkit.image_model.clip.BaseCLIP attribute) (sportslabkit.image_model.clip.CLIP_RN101 attribute) (sportslabkit.image_model.clip.CLIP_RN50 attribute) (sportslabkit.image_model.clip.CLIP_RN50x16 attribute) (sportslabkit.image_model.clip.CLIP_RN50x4 attribute) (sportslabkit.image_model.clip.CLIP_RN50x64 attribute) (sportslabkit.image_model.clip.CLIP_ViT_B_16 attribute) (sportslabkit.image_model.clip.CLIP_ViT_B_32 attribute) (sportslabkit.image_model.clip.CLIP_ViT_L_14 attribute) (sportslabkit.image_model.clip.CLIP_ViT_L_14_336px attribute) (sportslabkit.image_model.CLIP_RN50 attribute) (sportslabkit.image_model.ShuffleNet attribute) (sportslabkit.image_model.torchreid.BaseTorchReIDModel attribute) (sportslabkit.image_model.torchreid.MLFN attribute) (sportslabkit.image_model.torchreid.MobileNetV2_x1_0 attribute) (sportslabkit.image_model.torchreid.MobileNetV2_x1_4 attribute) (sportslabkit.image_model.torchreid.OSNet_ain_x0_25 attribute) (sportslabkit.image_model.torchreid.OSNet_ain_x0_5 attribute) (sportslabkit.image_model.torchreid.OSNet_ain_x0_75 attribute) (sportslabkit.image_model.torchreid.OSNet_ain_x1_0 attribute) (sportslabkit.image_model.torchreid.OSNet_ibn_x1_0 attribute) (sportslabkit.image_model.torchreid.OSNet_x0_25 attribute) (sportslabkit.image_model.torchreid.OSNet_x0_5 attribute) (sportslabkit.image_model.torchreid.OSNet_x0_75 attribute) (sportslabkit.image_model.torchreid.OSNet_x1_0 attribute) (sportslabkit.image_model.torchreid.ResNet50 attribute) (sportslabkit.image_model.torchreid.ResNet50_fc512 attribute) (sportslabkit.image_model.torchreid.ShuffleNet attribute)

inspect() (in module sportslabkit.logger) iou_score() (in module sportslabkit.metrics) (in module sportslabkit.metrics.object_detection) iou_scores() (in module sportslabkit.metrics.object_detection) IoUCMM (class in sportslabkit.metrics) (class in sportslabkit.metrics.cost_matrix_metrics) is_active() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) is_interactive() (in module sportslabkit.logger) is_long_format() (sportslabkit.dataframe.base.BaseSLKDataFrame method) (sportslabkit.dataframe.BaseSLKDataFrame method) is_mot() (in module sportslabkit.io.file) is_soccertrack_coordinates() (in module sportslabkit.io.file) is_stale() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) iter_attributes() (sportslabkit.dataframe.base.BaseSLKDataFrame method) (sportslabkit.dataframe.BaseSLKDataFrame method) iter_frames() (sportslabkit.Camera method) (sportslabkit.camera.Camera method) (sportslabkit.camera.camera.Camera method) (sportslabkit.dataframe.base.BaseSLKDataFrame method) (sportslabkit.dataframe.BaseSLKDataFrame method) iter_players() (sportslabkit.dataframe.base.BaseSLKDataFrame method) (sportslabkit.dataframe.BaseSLKDataFrame method) iter_teams() (sportslabkit.dataframe.base.BaseSLKDataFrame method) (sportslabkit.dataframe.BaseSLKDataFrame method)

K

KaggleDownloader (class in sportslabkit.datasets) (class in sportslabkit.datasets.downloader)

KalmanFilter (class in sportslabkit.motion_model) (class in sportslabkit.motion_model.models) (class in sportslabkit.motion_model.models.kf)

L

level_filter (in module sportslabkit.logger) LevelFilter (class in sportslabkit.logger) linear_sum_assignment_with_inf() (in module sportslabkit.matching.base) LineBasedCalibrator (class in sportslabkit.calibration_model) (class in sportslabkit.calibration_model.fld) list2dict() (in module sportslabkit.metrics.utils) load() (in module sportslabkit.calibration_model) (in module sportslabkit.detection_model) (in module sportslabkit.vector_model) (sportslabkit.image_model.clip.BaseCLIP method) (sportslabkit.image_model.torchreid.BaseTorchReIDModel method) (sportslabkit.vector_model.base.BaseVectorModel method) (sportslabkit.vector_model.BaseVectorModel method) load_bbox() (in module sportslabkit.io.file) load_calibration_params() (sportslabkit.Camera method) (sportslabkit.camera.Camera method) (sportslabkit.camera.camera.Camera method) load_cameras() (in module sportslabkit.camera) (in module sportslabkit.camera.camera) load_codf() (in module sportslabkit.io.file)

load_config() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) load_data() (sportslabkit.datasets.datasets.trajectory_datamodule.TrajectoryDataset method) load_df() (in module sportslabkit) (in module sportslabkit.io) (in module sportslabkit.io.file) load_gps() (in module sportslabkit.io) (in module sportslabkit.io.file) load_gps_from_yaml() (in module sportslabkit.io) (in module sportslabkit.io.file) load_gpsports() (in module sportslabkit.io.file) load_keypoints() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) load_labelbox() (in module sportslabkit.io.file) load_mot() (in module sportslabkit.io.file) load_soccertrack_bbox() (in module sportslabkit.io.file) load_soccertrack_coordinates() (in module sportslabkit.io.file) load_statsports() (in module sportslabkit.io.file) LOG_LEVEL (in module sportslabkit.logger) LoggerMixin (class in sportslabkit.logger)

M

main() (in module sportslabkit.cli) make_video() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) map_score() (in module sportslabkit.metrics) (in module sportslabkit.metrics.object_detection) map_score_range() (in module sportslabkit.metrics) (in module sportslabkit.metrics.object_detection) match_cost_matrix() (sportslabkit.matching.base.BaseMatchingFunction method) (sportslabkit.matching.BaseMatchingFunction method) max() (sportslabkit.Camera method) (sportslabkit.camera.Camera method) (sportslabkit.camera.camera.Camera method) max_staleness (sportslabkit.Tracklet attribute) (sportslabkit.types.Tracklet attribute) (sportslabkit.types.tracklet.Tracklet attribute) MeanShiftTracker (class in sportslabkit.sot) (class in sportslabkit.sot.meanshift) merge() (sportslabkit.types.Detections method) (sportslabkit.types.detections.Detections method) merge_dict_of_lists() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) merge_dicts() (in module sportslabkit.dataframe.coordinatesdataframe) min() (sportslabkit.Camera method) (sportslabkit.camera.Camera method) (sportslabkit.camera.camera.Camera method) MinimumCostFlowTracker (class in sportslabkit.sot) (class in sportslabkit.sot.minimumcostflow) MLFN (class in sportslabkit.image_model.torchreid) MobileNetV2_x1_0 (class in sportslabkit.image_model.torchreid) MobileNetV2_x1_4 (class in sportslabkit.image_model.torchreid) model (in module sportslabkit.calibration_model.base) (in module sportslabkit.detection_model.base) (sportslabkit.vector_model.sklearn.SklearnVectorModel attribute) (sportslabkit.vector_model.SklearnVectorModel attribute) model_config (sportslabkit.calibration_model.base.BaseCalibrationModel attribute) (sportslabkit.calibration_model.BaseCalibrationModel attribute) (sportslabkit.calibration_model.dummy.DummyCalibrationModel attribute) (sportslabkit.calibration_model.DummyCalibrationModel attribute) (sportslabkit.calibration_model.fld.LineBasedCalibrator attribute) (sportslabkit.calibration_model.LineBasedCalibrator attribute) (sportslabkit.detection_model.base.BaseDetectionModel attribute) (sportslabkit.detection_model.BaseDetectionModel attribute) (sportslabkit.detection_model.dummy.DummyDetectionModel attribute) (sportslabkit.detection_model.DummyDetectionModel attribute) (sportslabkit.image_model.base.BaseImageModel attribute) (sportslabkit.image_model.clip.BaseCLIP attribute) (sportslabkit.image_model.clip.CLIP_RN101 attribute) (sportslabkit.image_model.clip.CLIP_RN50 attribute) (sportslabkit.image_model.clip.CLIP_RN50x16 attribute) (sportslabkit.image_model.clip.CLIP_RN50x4 attribute) (sportslabkit.image_model.clip.CLIP_RN50x64 attribute) (sportslabkit.image_model.clip.CLIP_ViT_B_16 attribute) (sportslabkit.image_model.clip.CLIP_ViT_B_32 attribute) (sportslabkit.image_model.clip.CLIP_ViT_L_14 attribute) (sportslabkit.image_model.clip.CLIP_ViT_L_14_336px attribute) (sportslabkit.image_model.CLIP_RN50 attribute) (sportslabkit.image_model.ShuffleNet attribute) (sportslabkit.image_model.torchreid.BaseTorchReIDModel attribute) (sportslabkit.image_model.torchreid.MLFN attribute) (sportslabkit.image_model.torchreid.MobileNetV2_x1_0 attribute) (sportslabkit.image_model.torchreid.MobileNetV2_x1_4 attribute) (sportslabkit.image_model.torchreid.OSNet_ain_x0_25 attribute) (sportslabkit.image_model.torchreid.OSNet_ain_x0_5 attribute) (sportslabkit.image_model.torchreid.OSNet_ain_x0_75 attribute) (sportslabkit.image_model.torchreid.OSNet_ain_x1_0 attribute) (sportslabkit.image_model.torchreid.OSNet_ibn_x1_0 attribute) (sportslabkit.image_model.torchreid.OSNet_x0_25 attribute) (sportslabkit.image_model.torchreid.OSNet_x0_5 attribute) (sportslabkit.image_model.torchreid.OSNet_x0_75 attribute) (sportslabkit.image_model.torchreid.OSNet_x1_0 attribute) (sportslabkit.image_model.torchreid.ResNet50 attribute) (sportslabkit.image_model.torchreid.ResNet50_fc512 attribute) (sportslabkit.image_model.torchreid.ShuffleNet attribute) model_dict (in module sportslabkit.image_model.torchreid) model_save_dir (in module sportslabkit.image_model.torchreid) module sportslabkit sportslabkit.calibration_model sportslabkit.calibration_model.base sportslabkit.calibration_model.dummy sportslabkit.calibration_model.fld sportslabkit.camera sportslabkit.camera.calibrate sportslabkit.camera.camera sportslabkit.camera.videoreader sportslabkit.checks sportslabkit.cli sportslabkit.constants sportslabkit.dataframe sportslabkit.dataframe.base sportslabkit.dataframe.bboxdataframe sportslabkit.dataframe.coordinatesdataframe sportslabkit.dataframe.gpsdataframe sportslabkit.datasets sportslabkit.datasets.datasets sportslabkit.datasets.datasets.trajectory_datamodule sportslabkit.datasets.downloader sportslabkit.detection_model sportslabkit.detection_model.base sportslabkit.detection_model.dummy sportslabkit.detection_model.yolov8 sportslabkit.image_model sportslabkit.image_model.base sportslabkit.image_model.clip sportslabkit.image_model.torchreid sportslabkit.image_model.visualization sportslabkit.io sportslabkit.io.file sportslabkit.logger sportslabkit.matching sportslabkit.matching.base sportslabkit.matching.base_batch sportslabkit.matching.motion_visual sportslabkit.matching.simple sportslabkit.metrics sportslabkit.metrics.cost_matrix_metrics sportslabkit.metrics.hota sportslabkit.metrics.identity sportslabkit.metrics.mota sportslabkit.metrics.object_detection sportslabkit.metrics.tracking_preprocess sportslabkit.metrics.utils sportslabkit.mot sportslabkit.mot.base sportslabkit.mot.bytetrack sportslabkit.mot.callbacks sportslabkit.mot.deepsort sportslabkit.mot.sort sportslabkit.mot.teamtrack sportslabkit.motion_model sportslabkit.motion_model.base sportslabkit.motion_model.models sportslabkit.motion_model.models.ema sportslabkit.motion_model.models.kf sportslabkit.motion_model.tune sportslabkit.notebook_utils sportslabkit.sot sportslabkit.sot.base sportslabkit.sot.hungarian sportslabkit.sot.meanshift sportslabkit.sot.minimumcostflow sportslabkit.types sportslabkit.types.detection sportslabkit.types.detections sportslabkit.types.tracklet sportslabkit.types.types sportslabkit.utils sportslabkit.utils.detection sportslabkit.utils.draw sportslabkit.utils.tracking sportslabkit.utils.utils sportslabkit.vector_model sportslabkit.vector_model.base sportslabkit.vector_model.sklearn

mota_final_scores() (in module sportslabkit.metrics.mota) mota_score() (in module sportslabkit.metrics) (in module sportslabkit.metrics.mota) MotionVisualMatchingFunction (class in sportslabkit.matching) (class in sportslabkit.matching.motion_visual) MovieIterator (class in sportslabkit.utils) (class in sportslabkit.utils.utils) multi_agent_collate_fn() (in module sportslabkit.datasets.datasets.trajectory_datamodule) MultiObjectTracker (class in sportslabkit.mot) (class in sportslabkit.mot.base)

N

Node (in module sportslabkit.matching.base_batch)

NpImage (in module sportslabkit.types.types)

O

OBJECT_ID_INDEX (in module sportslabkit.dataframe.bboxdataframe) on_track_sequence_end() (sportslabkit.mot.callbacks.TeamClassificationCallback method) OSNet_ain_x0_25 (class in sportslabkit.image_model.torchreid) OSNet_ain_x0_5 (class in sportslabkit.image_model.torchreid) OSNet_ain_x0_75 (class in sportslabkit.image_model.torchreid)

OSNet_ain_x1_0 (class in sportslabkit.image_model.torchreid) OSNet_ibn_x1_0 (class in sportslabkit.image_model.torchreid) OSNet_x0_25 (class in sportslabkit.image_model.torchreid) OSNet_x0_5 (class in sportslabkit.image_model.torchreid) OSNet_x0_75 (class in sportslabkit.image_model.torchreid) OSNet_x1_0 (class in sportslabkit.image_model.torchreid)

P

patcher() (in module sportslabkit.logger) PathLike (in module sportslabkit.camera) (in module sportslabkit.datasets.downloader) (in module sportslabkit.io.file) (in module sportslabkit.types) (in module sportslabkit.types.types) (in module sportslabkit.utils) pil2cv() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) pitch2video() (sportslabkit.Camera method) (sportslabkit.camera.Camera method) (sportslabkit.camera.camera.Camera method) pitch_contour() (sportslabkit.Camera method) (sportslabkit.camera.Camera method) (sportslabkit.camera.camera.Camera method) plot_tsne() (in module sportslabkit.image_model) (in module sportslabkit.image_model.visualization) post_initialize() (sportslabkit.sot.base.SingleObjectTracker method) (sportslabkit.sot.SingleObjectTracker method) post_track() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) (sportslabkit.sot.base.SingleObjectTracker method) (sportslabkit.sot.SingleObjectTracker method) pre_initialize() (sportslabkit.sot.base.SingleObjectTracker method) (sportslabkit.sot.hungarian.HungarianTracker method) (sportslabkit.sot.HungarianTracker method) (sportslabkit.sot.meanshift.MeanShiftTracker method) (sportslabkit.sot.MeanShiftTracker method) (sportslabkit.sot.minimumcostflow.MinimumCostFlowTracker method) (sportslabkit.sot.MinimumCostFlowTracker method) (sportslabkit.sot.SingleObjectTracker method)

pre_track() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) (sportslabkit.sot.base.SingleObjectTracker method) (sportslabkit.sot.SingleObjectTracker method) predict() (sportslabkit.motion_model.base.BaseMotionModel method) (sportslabkit.motion_model.BaseMotionModel method) (sportslabkit.motion_model.ExponentialMovingAverage method) (sportslabkit.motion_model.KalmanFilter method) (sportslabkit.motion_model.models.ema.ExponentialMovingAverage method) (sportslabkit.motion_model.models.ExponentialMovingAverage method) (sportslabkit.motion_model.models.KalmanFilter method) (sportslabkit.motion_model.models.kf.KalmanFilter method) predict_multi_tracklet_motion() (sportslabkit.mot.teamtrack.TeamTracker method) (sportslabkit.mot.TeamTracker method) predict_single_tracklet_motion() (sportslabkit.mot.teamtrack.TeamTracker method) (sportslabkit.mot.TeamTracker method) preprocess_for_mot_eval() (sportslabkit.BBoxDataFrame method) (sportslabkit.dataframe.BBoxDataFrame method) (sportslabkit.dataframe.bboxdataframe.BBoxDataFrame method) print() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) process_sequence_item() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) (sportslabkit.sot.base.SingleObjectTracker method) (sportslabkit.sot.SingleObjectTracker method) prompt() (in module sportslabkit.datasets.downloader)

R

random_ordering() (in module sportslabkit.datasets.datasets.trajectory_datamodule) read() (sportslabkit.Camera method) (sportslabkit.camera.Camera method) (sportslabkit.camera.camera.Camera method) (sportslabkit.camera.VideoReader method), [1] (sportslabkit.camera.videoreader.VideoReader method), [1] read_image() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) (sportslabkit.calibration_model.base.BaseCalibrationModel method) (sportslabkit.calibration_model.BaseCalibrationModel method) (sportslabkit.detection_model.base.BaseDetectionModel method) (sportslabkit.detection_model.BaseDetectionModel method) (sportslabkit.image_model.base.BaseImageModel method) read_pitch_keypoints() (in module sportslabkit.camera) (in module sportslabkit.camera.camera) read_thread() (sportslabkit.camera.VideoReader method) (sportslabkit.camera.videoreader.VideoReader method) register_observation_type() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) register_observation_types() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) register_state_type() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) register_state_types() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method)

required_keys (sportslabkit.sot.meanshift.MeanShiftTracker attribute) (sportslabkit.sot.MeanShiftTracker attribute) required_observation_types (sportslabkit.motion_model.base.BaseMotionModel attribute) (sportslabkit.motion_model.BaseMotionModel attribute) (sportslabkit.motion_model.ExponentialMovingAverage attribute) (sportslabkit.motion_model.KalmanFilter attribute) (sportslabkit.motion_model.models.ema.ExponentialMovingAverage attribute) (sportslabkit.motion_model.models.ExponentialMovingAverage attribute) (sportslabkit.motion_model.models.KalmanFilter attribute) (sportslabkit.motion_model.models.kf.KalmanFilter attribute) required_state_types (sportslabkit.motion_model.base.BaseMotionModel attribute) (sportslabkit.motion_model.BaseMotionModel attribute) (sportslabkit.motion_model.ExponentialMovingAverage attribute) (sportslabkit.motion_model.KalmanFilter attribute) (sportslabkit.motion_model.models.ema.ExponentialMovingAverage attribute) (sportslabkit.motion_model.models.ExponentialMovingAverage attribute) (sportslabkit.motion_model.models.KalmanFilter attribute) (sportslabkit.motion_model.models.kf.KalmanFilter attribute) reset() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) (sportslabkit.sot.base.SingleObjectTracker method) (sportslabkit.sot.SingleObjectTracker method) reset_image_count() (sportslabkit.calibration_model.dummy.DummyCalibrationModel method) (sportslabkit.calibration_model.DummyCalibrationModel method) (sportslabkit.detection_model.dummy.DummyDetectionModel method) (sportslabkit.detection_model.DummyDetectionModel method) reset_staleness() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) ResNet50 (class in sportslabkit.image_model.torchreid) ResNet50_fc512 (class in sportslabkit.image_model.torchreid)

S

sanitize_url_name() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) save_boxes() (sportslabkit.types.Detections method) (sportslabkit.types.detections.Detections method) save_dataframe() (sportslabkit.dataframe.base.BaseSLKDataFrame method) (sportslabkit.dataframe.BaseSLKDataFrame method) save_image() (sportslabkit.types.Detections method) (sportslabkit.types.detections.Detections method) save_response_content() (in module sportslabkit.utils) (in module sportslabkit.utils.utils) select_images() (in module sportslabkit.camera.calibrate) separate_stale_tracklets() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) set_keypoints() (sportslabkit.CoordinatesDataFrame method) (sportslabkit.dataframe.CoordinatesDataFrame method) (sportslabkit.dataframe.coordinatesdataframe.CoordinatesDataFrame method) set_log_level() (in module sportslabkit.logger) setup() (sportslabkit.datasets.datasets.trajectory_datamodule.TrajectoryDataModule method) show() (sportslabkit.types.Detections method) (sportslabkit.types.detections.Detections method) show_authenticate_message() (in module sportslabkit.datasets.downloader) show_available_models() (in module sportslabkit.calibration_model) (in module sportslabkit.detection_model) (in module sportslabkit.vector_model) show_df() (in module sportslabkit.logger) show_info() (sportslabkit.datasets.downloader.KaggleDownloader method) (sportslabkit.datasets.KaggleDownloader method) show_torchreid_models() (in module sportslabkit.image_model.torchreid) ShuffleNet (class in sportslabkit.image_model) (class in sportslabkit.image_model.torchreid) SimpleBatchMatchingFunction (class in sportslabkit.matching) (class in sportslabkit.matching.simple) SimpleMatchingFunction (class in sportslabkit.matching) (class in sportslabkit.matching.simple) simulate_moving_object() (in module sportslabkit.notebook_utils) simulate_moving_objects() (in module sportslabkit.notebook_utils) single_agent_collate_fn() (in module sportslabkit.datasets.datasets.trajectory_datamodule) SingleObjectTracker (class in sportslabkit.sot) (class in sportslabkit.sot.base) SklearnVectorModel (class in sportslabkit.vector_model) (class in sportslabkit.vector_model.sklearn) smooth() (in module sportslabkit.datasets.datasets.trajectory_datamodule) smooth_sequence() (in module sportslabkit.datasets.datasets.trajectory_datamodule) SORTTracker (class in sportslabkit.mot) (class in sportslabkit.mot.sort) sportslabkit module sportslabkit.calibration_model module sportslabkit.calibration_model.base module sportslabkit.calibration_model.dummy module sportslabkit.calibration_model.fld module sportslabkit.camera module sportslabkit.camera.calibrate module sportslabkit.camera.camera module sportslabkit.camera.videoreader module sportslabkit.checks module sportslabkit.cli module sportslabkit.constants module sportslabkit.dataframe module sportslabkit.dataframe.base module sportslabkit.dataframe.bboxdataframe module sportslabkit.dataframe.coordinatesdataframe module sportslabkit.dataframe.gpsdataframe module sportslabkit.datasets module sportslabkit.datasets.datasets module sportslabkit.datasets.datasets.trajectory_datamodule module sportslabkit.datasets.downloader module sportslabkit.detection_model module sportslabkit.detection_model.base module sportslabkit.detection_model.dummy module sportslabkit.detection_model.yolov8 module sportslabkit.image_model module sportslabkit.image_model.base module sportslabkit.image_model.clip module sportslabkit.image_model.torchreid module

sportslabkit.image_model.visualization module sportslabkit.io module sportslabkit.io.file module sportslabkit.logger module sportslabkit.matching module sportslabkit.matching.base module sportslabkit.matching.base_batch module sportslabkit.matching.motion_visual module sportslabkit.matching.simple module sportslabkit.metrics module sportslabkit.metrics.cost_matrix_metrics module sportslabkit.metrics.hota module sportslabkit.metrics.identity module sportslabkit.metrics.mota module sportslabkit.metrics.object_detection module sportslabkit.metrics.tracking_preprocess module sportslabkit.metrics.utils module sportslabkit.mot module sportslabkit.mot.base module sportslabkit.mot.bytetrack module sportslabkit.mot.callbacks module sportslabkit.mot.deepsort module sportslabkit.mot.sort module sportslabkit.mot.teamtrack module sportslabkit.motion_model module sportslabkit.motion_model.base module sportslabkit.motion_model.models module sportslabkit.motion_model.models.ema module sportslabkit.motion_model.models.kf module sportslabkit.motion_model.tune module sportslabkit.notebook_utils module sportslabkit.sot module sportslabkit.sot.base module sportslabkit.sot.hungarian module sportslabkit.sot.meanshift module sportslabkit.sot.minimumcostflow module sportslabkit.types module sportslabkit.types.detection module sportslabkit.types.detections module sportslabkit.types.tracklet module sportslabkit.types.types module sportslabkit.utils module sportslabkit.utils.detection module sportslabkit.utils.draw module sportslabkit.utils.tracking module sportslabkit.utils.utils module sportslabkit.vector_model module sportslabkit.vector_model.base module sportslabkit.vector_model.sklearn module staleness (sportslabkit.Tracklet attribute) (sportslabkit.types.Tracklet attribute) (sportslabkit.types.tracklet.Tracklet attribute) steps_alive (sportslabkit.Tracklet attribute) (sportslabkit.types.Tracklet attribute) (sportslabkit.types.tracklet.Tracklet attribute)

T

TeamClassificationCallback (class in sportslabkit.mot.callbacks) TeamTracker (class in sportslabkit.mot) (class in sportslabkit.mot.teamtrack) test() (sportslabkit.calibration_model.base.BaseCalibrationModel method) (sportslabkit.calibration_model.BaseCalibrationModel method) (sportslabkit.detection_model.base.BaseDetectionModel method) (sportslabkit.detection_model.BaseDetectionModel method) test_dataloader() (sportslabkit.datasets.datasets.trajectory_datamodule.TrajectoryDataModule method) test_logger() (sportslabkit.cli.CLI method) to_bbdf() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) to_codf() (sportslabkit.BBoxDataFrame method) (sportslabkit.dataframe.BBoxDataFrame method) (sportslabkit.dataframe.bboxdataframe.BBoxDataFrame method) to_df() (sportslabkit.types.Detections method) (sportslabkit.types.detections.Detections method) to_labelbox_data() (sportslabkit.BBoxDataFrame method) (sportslabkit.dataframe.BBoxDataFrame method) (sportslabkit.dataframe.bboxdataframe.BBoxDataFrame method) to_labelbox_segment() (sportslabkit.BBoxDataFrame method) (sportslabkit.dataframe.BBoxDataFrame method) (sportslabkit.dataframe.bboxdataframe.BBoxDataFrame method) to_list() (sportslabkit.types.Detections method) (sportslabkit.types.detections.Detections method) to_list_of_tuples_format() (sportslabkit.BBoxDataFrame method) (sportslabkit.dataframe.BBoxDataFrame method) (sportslabkit.dataframe.bboxdataframe.BBoxDataFrame method) to_long_df() (sportslabkit.dataframe.base.BaseSLKDataFrame method) (sportslabkit.dataframe.BaseSLKDataFrame method) to_mot_eval_format() (in module sportslabkit.metrics.tracking_preprocess)

to_mot_format() (sportslabkit.BBoxDataFrame method) (sportslabkit.dataframe.BBoxDataFrame method) (sportslabkit.dataframe.bboxdataframe.BBoxDataFrame method) to_pitch_coordinates() (sportslabkit.CoordinatesDataFrame method) (sportslabkit.dataframe.CoordinatesDataFrame method) (sportslabkit.dataframe.coordinatesdataframe.CoordinatesDataFrame method) to_yolo_format() (sportslabkit.BBoxDataFrame method) (sportslabkit.dataframe.BBoxDataFrame method) (sportslabkit.dataframe.bboxdataframe.BBoxDataFrame method) to_yolov5_format() (sportslabkit.BBoxDataFrame method) (sportslabkit.dataframe.BBoxDataFrame method) (sportslabkit.dataframe.bboxdataframe.BBoxDataFrame method) tqdm() (in module sportslabkit.logger) (in module sportslabkit.utils) track() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) (sportslabkit.sot.base.SingleObjectTracker method) (sportslabkit.sot.SingleObjectTracker method) track_sequence() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) Tracklet (class in sportslabkit) (class in sportslabkit.types) (class in sportslabkit.types.tracklet) tracklet_to_points() (sportslabkit.mot.teamtrack.TeamTracker method) (sportslabkit.mot.TeamTracker method) train_dataloader() (sportslabkit.datasets.datasets.trajectory_datamodule.TrajectoryDataModule method) TrajectoryDataModule (class in sportslabkit.datasets.datasets.trajectory_datamodule) TrajectoryDataset (class in sportslabkit.datasets.datasets.trajectory_datamodule) tune_hparams() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) (sportslabkit.sot.base.SingleObjectTracker method) (sportslabkit.sot.SingleObjectTracker method) tune_motion_model() (in module sportslabkit.motion_model) (in module sportslabkit.motion_model.tune)

U

undistort_image() (sportslabkit.Camera method) (sportslabkit.camera.Camera method) (sportslabkit.camera.camera.Camera method) undistort_points() (sportslabkit.Camera method) (sportslabkit.camera.Camera method) (sportslabkit.camera.camera.Camera method) update() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.bytetrack.BYTETracker method) (sportslabkit.mot.BYTETracker method) (sportslabkit.mot.deepsort.DeepSORTTracker method) (sportslabkit.mot.DeepSORTTracker method) (sportslabkit.mot.MultiObjectTracker method) (sportslabkit.mot.sort.SORTTracker method) (sportslabkit.mot.SORTTracker method) (sportslabkit.mot.teamtrack.TeamTracker method) (sportslabkit.mot.TeamTracker method) (sportslabkit.sot.base.SingleObjectTracker method) (sportslabkit.sot.hungarian.HungarianTracker method) (sportslabkit.sot.HungarianTracker method) (sportslabkit.sot.meanshift.MeanShiftTracker method) (sportslabkit.sot.MeanShiftTracker method) (sportslabkit.sot.minimumcostflow.MinimumCostFlowTracker method) (sportslabkit.sot.MinimumCostFlowTracker method) (sportslabkit.sot.SingleObjectTracker method)

update_current_observation() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) update_observation() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) update_observations() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) update_state() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) update_states() (sportslabkit.Tracklet method) (sportslabkit.types.Tracklet method) (sportslabkit.types.tracklet.Tracklet method) update_tracklet() (sportslabkit.mot.base.MultiObjectTracker method) (sportslabkit.mot.MultiObjectTracker method) update_tracklet_observations() (sportslabkit.sot.base.SingleObjectTracker method) (sportslabkit.sot.SingleObjectTracker method)

V

val_dataloader() (sportslabkit.datasets.datasets.trajectory_datamodule.TrajectoryDataModule method) validate_bboxes() (in module sportslabkit.metrics.object_detection) Vector (in module sportslabkit.types) (in module sportslabkit.types.types) video2pitch() (sportslabkit.Camera method) (sportslabkit.camera.Camera method) (sportslabkit.camera.camera.Camera method) VideoReader (class in sportslabkit.camera) (class in sportslabkit.camera.videoreader) visualize_frame() (sportslabkit.BBoxDataFrame method) (sportslabkit.CoordinatesDataFrame method) (sportslabkit.dataframe.BBoxDataFrame method) (sportslabkit.dataframe.bboxdataframe.BBoxDataFrame method) (sportslabkit.dataframe.CoordinatesDataFrame method) (sportslabkit.dataframe.coordinatesdataframe.CoordinatesDataFrame method)

visualize_frames() (sportslabkit.BBoxDataFrame method) (sportslabkit.CoordinatesDataFrame method) (sportslabkit.dataframe.BBoxDataFrame method) (sportslabkit.dataframe.bboxdataframe.BBoxDataFrame method) (sportslabkit.dataframe.CoordinatesDataFrame method) (sportslabkit.dataframe.coordinatesdataframe.CoordinatesDataFrame method)

W

W_INDEX (in module sportslabkit.dataframe.bboxdataframe) (in module sportslabkit.metrics.object_detection)

with_callbacks() (in module sportslabkit.mot.base) write_config() (in module sportslabkit.utils) (in module sportslabkit.utils.utils)

X

X_INDEX (in module sportslabkit.dataframe.bboxdataframe) (in module sportslabkit.metrics.object_detection)

Y

Y_INDEX (in module sportslabkit.dataframe.bboxdataframe) (in module sportslabkit.metrics.object_detection) YOLOv8 (class in sportslabkit.detection_model) (class in sportslabkit.detection_model.yolov8) YOLOv8l (class in sportslabkit.detection_model) (class in sportslabkit.detection_model.yolov8) YOLOv8m (class in sportslabkit.detection_model) (class in sportslabkit.detection_model.yolov8)

YOLOv8n (class in sportslabkit.detection_model) (class in sportslabkit.detection_model.yolov8) YOLOv8s (class in sportslabkit.detection_model) (class in sportslabkit.detection_model.yolov8) YOLOv8x (class in sportslabkit.detection_model) (class in sportslabkit.detection_model.yolov8)