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apidocuments.rst

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Tracker

.. autoclass:: motrackers.tracker.Tracker
    :members:

SORT

.. autofunction:: motrackers.sort_tracker.assign_tracks2detection_iou


.. autoclass:: motrackers.sort_tracker.SORT
    :members:

IOU Tracker

.. autoclass:: motrackers.iou_tracker.IOUTracker
    :members:

Kalman Filter based Centroid Tracker

.. autofunction:: motrackers.centroid_kf_tracker.assign_tracks2detection_centroid_distances


.. autoclass:: motrackers.centroid_kf_tracker.CentroidKF_Tracker
    :members:

Tracks

.. autoclass:: motrackers.track.Track
    :members:


.. autoclass:: motrackers.track.KFTrackSORT
    :members:


.. autoclass:: motrackers.track.KFTrack4DSORT
    :members:


.. autoclass:: motrackers.track.KFTrackCentroid
    :members:

Kalman Filters

.. autoclass:: motrackers.kalman_tracker.KalmanFilter
    :members:


.. autoclass:: motrackers.kalman_tracker.KFTrackerConstantAcceleration
    :members:


.. autoclass:: motrackers.kalman_tracker.KFTracker1D
    :members:


.. autoclass:: motrackers.kalman_tracker.KFTracker2D
    :members:


.. autoclass:: motrackers.kalman_tracker.KFTracker4D
    :members:


.. autoclass:: motrackers.kalman_tracker.KFTrackerSORT
    :members:

Object Detection

.. autoclass:: motrackers.detectors.detector.Detector
    :members:


.. autoclass:: motrackers.detectors.caffe.Caffe_SSDMobileNet
    :members:


.. autoclass:: motrackers.detectors.tf.TF_SSDMobileNetV2
    :members:


.. autoclass:: motrackers.detectors.yolo.YOLOv3
    :members:

Utilities

.. autofunction:: motrackers.utils.misc.get_centroid


.. autofunction:: motrackers.utils.misc.iou


.. autofunction:: motrackers.utils.misc.iou_xywh


.. autofunction:: motrackers.utils.misc.xyxy2xywh


.. autofunction:: motrackers.utils.misc.xywh2xyxy


.. autofunction:: motrackers.utils.misc.midwh2xywh


.. autofunction:: motrackers.utils.misc.intersection_complement_indices


.. autofunction:: motrackers.utils.misc.nms


.. autofunction:: motrackers.utils.misc.draw_tracks


.. autofunction:: motrackers.utils.misc.load_labelsjson


.. autofunction:: motrackers.utils.misc.dict2jsonfile


.. autofunction:: motrackers.utils.filechooser_utils.create_filechooser


.. autofunction:: motrackers.utils.filechooser_utils.select_caffemodel_prototxt


.. autofunction:: motrackers.utils.filechooser_utils.select_caffemodel_weights


.. autofunction:: motrackers.utils.filechooser_utils.select_caffemodel


.. autofunction:: motrackers.utils.filechooser_utils.select_videofile


.. autofunction:: motrackers.utils.filechooser_utils.select_yolo_weights


.. autofunction:: motrackers.utils.filechooser_utils.select_coco_labels


.. autofunction:: motrackers.utils.filechooser_utils.select_yolo_config


.. autofunction:: motrackers.utils.filechooser_utils.select_yolo_model


.. autofunction:: motrackers.utils.filechooser_utils.select_pbtxt


.. autofunction:: motrackers.utils.filechooser_utils.select_tfmobilenet_weights


.. autofunction:: motrackers.utils.filechooser_utils.select_tfmobilenet


.. mdinclude:: ./../../../DOWNLOAD_WEIGHTS.md


.. mdinclude:: ./../../readme/REFERENCES.md


.. mdinclude:: ./../../readme/CODE_OF_CONDUCT.md