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Functions1,124 in github.com/FoundationVision/ByteTrack

⨍ Functions 1,124◇ Types & classes 177↳ Endpoints 3
Method__init__
Supported lr schedulers: [cos, warmcos, multistep] Args: lr (float): learning rate. iters_per_peoch (int): n
yolox/utils/lr_scheduler.py:10
Method__init__
(self, c_in, c_out, is_downsample=False)
yolox/deepsort_tracker/reid_model.py:11
Method__init__
(self, model_path, use_cuda=True)
yolox/deepsort_tracker/reid_model.py:109
Method__init__
(self, tlwh, confidence, feature)
yolox/deepsort_tracker/detection.py:26
Method__init__
(self, metric, max_iou_distance=0.7, max_age=70, n_init=3)
yolox/deepsort_tracker/deepsort.py:26
Method__init__
(self, metric, matching_threshold, budget=None)
yolox/deepsort_tracker/deepsort.py:130
Method__init__
(self, model_path, max_dist=0.1, min_confidence=0.3, nms_max_overlap=1.0, max_iou_distance=0.7, max_age=30, n_
yolox/deepsort_tracker/deepsort.py:156
Method__init__
(self)
yolox/deepsort_tracker/kalman_filter.py:35
Method__init__
(self, mean, covariance, track_id, class_id, n_init, max_age, feature=None)
yolox/deepsort_tracker/track.py:62
Method__init__
(self, in_planes, n1x1, n3x3red, n3x3, n5x5red, n5x5, pool_planes)
yolox/motdt_tracker/reid_model.py:111
Method__init__
(self)
yolox/motdt_tracker/reid_model.py:156
Method__init__
(self)
yolox/motdt_tracker/kalman_filter.py:40
Method__init__
(self, tlwh, score, max_n_features=100, from_det=True)
yolox/motdt_tracker/motdt_tracker.py:21
Method__init__
(self, model_folder, min_cls_score=0.4, min_ap_dist=0.8, max_time_lost=30, use_tracking=True, use_refind=True)
yolox/motdt_tracker/motdt_tracker.py:185
Method__init__
(self, exp, args)
yolox/core/trainer.py:34
Method__init__
(self, *args, input_dimension=None, mosaic=True, **kwargs)
yolox/data/samplers.py:21
Method__init__
(self, loader)
yolox/data/data_prefetcher.py:21
Method__init__
(self, p=0.5, rgb_means=None, std=None, max_labels=100)
yolox/data/data_augment.py:215
Method__init__
(self, rgb_means=None, std=None, swap=(2, 0, 1))
yolox/data/data_augment.py:291
Method__init__
(self, *args, **kwargs)
yolox/data/dataloading.py:72
Method__init__
COCO dataset initialization. Annotation data are read into memory by COCO API. Args: data_dir (str): dataset root directo
yolox/data/datasets/mot.py:16
Method__init__
Args: dataset(Dataset) : Pytorch dataset object. img_size (tuple): mosaic (bool): enable mosaic augmenta
yolox/data/datasets/mosaicdetection.py:40
Method__init__
(self, datasets)
yolox/data/datasets/datasets_wrapper.py:13
Method__init__
(self, datasets)
yolox/data/datasets/datasets_wrapper.py:35
Method__init__
(self, data_root, seq_name, data_type)
yolox/tracking_utils/evaluation.py:12
Method__init__
(self)
yolox/tracking_utils/timer.py:6
Method__init__
(self, tlwh, score)
yolox/tracker/byte_tracker.py:15
Method__init__
(self, args, frame_rate=30)
yolox/tracker/byte_tracker.py:146
Method__init__
(self)
yolox/tracker/kalman_filter.py:40
Method__init__
(self)
yolox/exp/base_exp.py:20
Method__init__
(self)
yolox/exp/yolox_base.py:16
Method__init__
Initialises a tracker using initial bounding box.
yolox/sort_tracker/sort.py:88
Method__init__
Sets key parameters for SORT
yolox/sort_tracker/sort.py:188
Method__init__
(self, data_root, seq_name, data_type)
yolox/evaluators/evaluation.py:10
Method__init__
Args: dataloader (Dataloader): evaluate dataloader. img_size (int): image size after preprocess. images are resized
yolox/evaluators/mot_evaluator.py:61
Method__init__
Args: dataloader (Dataloader): evaluate dataloader. img_size (int): image size after preprocess. images are resized
yolox/evaluators/coco_evaluator.py:33
Method__init__
( self, depth=53, in_features=["dark3", "dark4", "dark5"], )
yolox/models/yolo_fpn.py:17
Method__init__
( self, dep_mul, wid_mul, out_features=("dark3", "dark4", "dark5"), de
yolox/models/darknet.py:98
Method__init__
( self, in_channels, out_channels, ksize, stride, groups=1, bias=False, act="silu" )
yolox/models/network_blocks.py:32
Method__init__
(self, in_channels, out_channels, ksize, stride=1, act="silu")
yolox/models/network_blocks.py:60
Method__init__
( self, in_channels, out_channels, shortcut=True, expansion=0.5,
yolox/models/network_blocks.py:81
Method__init__
(self, in_channels: int)
yolox/models/network_blocks.py:107
Method__init__
( self, in_channels, out_channels, kernel_sizes=(5, 9, 13), activation="silu" )
yolox/models/network_blocks.py:125
Method__init__
Args: in_channels (int): input channels. out_channels (int): output channels. n (int): number of Bottlene
yolox/models/network_blocks.py:150
Method__init__
Args: act (str): activation type of conv. Defalut value: "silu". depthwise (bool): wheather apply depthwise conv in c
yolox/models/yolo_head.py:20
Method__init__
(self, reduction="none", loss_type="iou")
yolox/models/losses.py:11
Method__init__
(self, backbone=None, head=None)
yolox/models/yolox.py:18
Method__init__
( self, depth=1.0, width=1.0, in_features=("dark3", "dark4", "dark5"),
yolox/models/yolo_pafpn.py:17
Method__init__
(self)
exps/example/mot/yolox_s_mix_det.py:12
Method__init__
(self)
exps/example/mot/yolox_l_mix_det.py:12
Method__init__
(self)
exps/example/mot/yolox_x_ch.py:12
Method__init__
(self)
exps/example/mot/yolox_x_mix_mot20_ch.py:12
Method__init__
(self)
exps/example/mot/yolox_m_mix_det.py:12
Method__init__
(self)
exps/example/mot/yolox_nano_mix_det.py:12
Method__init__
(self)
exps/example/mot/yolox_x_mot17_half.py:12
Method__init__
(self)
exps/example/mot/yolox_tiny_mix_det.py:12
Method__init__
(self)
exps/example/mot/yolox_x_mix_det.py:12
Method__init__
(self)
exps/example/mot/yolox_x_ablation.py:12
Method__init__
(self)
exps/default/yolox_l.py:11
Method__init__
(self)
exps/default/yolox_tiny.py:11
Method__init__
(self)
exps/default/yolov3.py:13
Method__init__
(self)
exps/default/yolox_m.py:11
Method__init__
(self)
exps/default/yolox_s.py:11
Method__init__
(self)
exps/default/nano.py:12
Method__init__
(self)
exps/default/yolox_x.py:11
Method__init__
(self, tlwh, score)
tutorials/centertrack/byte_tracker.py:15
Method__init__
(self, args, frame_rate=30)
tutorials/centertrack/byte_tracker.py:147
Method__init__
(self)
tutorials/centertrack/opts.py:10
Method__init__
(self, opt)
tutorials/centertrack/tracker.py:8
Method__init__
(self)
tutorials/centertrack/mot_online/kalman_filter.py:39
Method__init__
(self, tlwh, score)
tutorials/trades/byte_tracker.py:16
Method__init__
(self, args, frame_rate=30)
tutorials/trades/byte_tracker.py:148
Method__init__
(self)
tutorials/trades/opts.py:11
Method__init__
(self, opt)
tutorials/trades/tracker.py:8
Method__init__
(self)
tutorials/trades/mot_online/kalman_filter.py:34
Method__init__
(self, tlwh, score, temp_feat, buffer_size=30)
tutorials/qdtrack/tracker_reid_motion.py:17
Method__init__
(self, frame_rate=30)
tutorials/qdtrack/tracker_reid_motion.py:166
Method__init__
(self, tlwh, score)
tutorials/qdtrack/byte_tracker.py:17
Method__init__
(self, frame_rate=30)
tutorials/qdtrack/byte_tracker.py:148
Method__init__
(self, tracker=None, freeze_detector=False, *args, **kwargs)
tutorials/qdtrack/qdtrack.py:14
Method__init__
(self)
tutorials/qdtrack/mot_online/kalman_filter.py:39
Method__init__
(self, data_root, seq_name, data_type)
tutorials/jde/evaluation.py:11
Method__init__
(self, tlwh, score)
tutorials/jde/byte_tracker.py:13
Method__init__
(self, opt, frame_rate=30)
tutorials/jde/byte_tracker.py:138
Method__init__
(self, tlwh, score, temp_feat, buffer_size=30)
tutorials/jde/tracker.py:14
Method__init__
(self, opt, frame_rate=30)
tutorials/jde/tracker.py:157
Method__init__
(self, tlwh, score)
tutorials/cstrack/byte_tracker.py:23
Method__init__
(self, opt, frame_rate=30)
tutorials/cstrack/byte_tracker.py:152
Method__init__
(self, tlwh, score, temp_feat, buffer_size=30)
tutorials/cstrack/tracker.py:23
Method__init__
(self, opt, frame_rate=30)
tutorials/cstrack/tracker.py:170
Method__init__
(self, score_thresh, max_age=32)
tutorials/transtrack/tracker.py:12
Method__init__
(self, tlwh, score, buffer_size=30)
tutorials/transtrack/mot_online/byte_tracker.py:15
Method__init__
(self, args, frame_rate=30)
tutorials/transtrack/mot_online/byte_tracker.py:146
Method__init__
(self)
tutorials/transtrack/mot_online/kalman_filter.py:40
Method__init__
(self, tlwh, score)
tutorials/fairmot/byte_tracker.py:25
Method__init__
(self, opt, frame_rate=30)
tutorials/fairmot/byte_tracker.py:157
Method__init__
(self, tlwh, score, temp_feat, buffer_size=30)
tutorials/fairmot/tracker.py:25
Method__init__
(self, opt, frame_rate=30)
tutorials/fairmot/tracker.py:179
Method__init__
(self)
tutorials/ctracker/test.py:31
Method__init__
(self, det_rect)
tutorials/ctracker/test.py:51
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