MMTracking
stable
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Prerequisites
Installation
Verification
Benchmark and Model Zoo
Quick run
Dataset Preparation
Run with Existing Datasets and Models
Run with Customized Datasets and Models
Tutorials
Learn about Configs
Customize Datasets
Customize Data Pipelines
Customize MOT Models
Customize SOT Models
Customize VID Models
Customize Runtime Settings
Useful Tools and Scripts
MOT Test-time Parameter Search
Log Analysis
Model Conversion
Miscellaneous
Notes
Changelog
API Reference
API Reference
MMTracking
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Index
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Index
A
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B
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C
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D
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E
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F
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G
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I
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K
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L
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M
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N
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P
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R
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S
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T
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U
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V
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W
A
aug_test() (mmtrack.models.mot.BaseMultiObjectTracker method)
(mmtrack.models.vid.BaseVideoDetector method)
(mmtrack.models.vid.DFF method)
(mmtrack.models.vid.FGFA method)
(mmtrack.models.vid.SELSA method)
B
BaseMultiObjectTracker (class in mmtrack.models.mot)
BaseReID (class in mmtrack.models.reid)
BaseVideoDetector (class in mmtrack.models.vid)
before_train_epoch() (mmtrack.core.optimizer.SiameseRPNOptimizerHook method)
build_dataloader() (in module mmtrack.datasets)
C
CameraMotionCompensation (class in mmtrack.models.motion)
center() (mmtrack.models.motion.LinearMotion method)
CocoVID (class in mmtrack.datasets)
(class in mmtrack.datasets.parsers)
convert_img_to_vid() (mmtrack.datasets.CocoVID method)
(mmtrack.datasets.parsers.CocoVID method)
createIndex() (mmtrack.datasets.CocoVID method)
(mmtrack.datasets.parsers.CocoVID method)
crop_image() (in module mmtrack.core.utils)
crop_like() (mmtrack.models.motion.FlowNetSimple method)
D
DeepSORT (class in mmtrack.models.mot)
depthwise_correlation() (in module mmtrack.core.track)
DFF (class in mmtrack.models.vid)
DistEvalHook (class in mmtrack.core.evaluation)
DistributedVideoSampler (class in mmtrack.datasets.samplers)
E
embed_similarity() (in module mmtrack.core.track)
EmbedAggregator (class in mmtrack.models.aggregators)
eval_mot() (in module mmtrack.core.evaluation)
eval_sot_ope() (in module mmtrack.core.evaluation)
EvalHook (class in mmtrack.core.evaluation)
extract_feats() (mmtrack.models.vid.DFF method)
(mmtrack.models.vid.FGFA method)
(mmtrack.models.vid.SELSA method)
F
FcModule (class in mmtrack.models.reid)
FGFA (class in mmtrack.models.vid)
flow_warp_feats() (in module mmtrack.core.motion)
FlowNetSimple (class in mmtrack.models.motion)
forward() (mmtrack.models.aggregators.EmbedAggregator method)
(mmtrack.models.aggregators.SelsaAggregator method)
(mmtrack.models.mot.BaseMultiObjectTracker method)
(mmtrack.models.motion.FlowNetSimple method)
(mmtrack.models.reid.FcModule method)
(mmtrack.models.vid.BaseVideoDetector method)
forward_search() (mmtrack.models.sot.SiamRPN method)
forward_template() (mmtrack.models.sot.SiamRPN method)
forward_test() (mmtrack.models.mot.BaseMultiObjectTracker method)
(mmtrack.models.vid.BaseVideoDetector method)
forward_train() (mmtrack.models.mot.BaseMultiObjectTracker method)
(mmtrack.models.mot.DeepSORT method)
(mmtrack.models.mot.Tracktor method)
(mmtrack.models.reid.BaseReID method)
(mmtrack.models.sot.SiamRPN method)
(mmtrack.models.vid.BaseVideoDetector method)
(mmtrack.models.vid.DFF method)
(mmtrack.models.vid.FGFA method)
(mmtrack.models.vid.SELSA method)
freeze_module() (mmtrack.models.mot.BaseMultiObjectTracker method)
(mmtrack.models.vid.BaseVideoDetector method)
G
gating_distance() (mmtrack.models.motion.KalmanFilter method)
get_cropped_img() (mmtrack.models.sot.SiamRPN method)
get_img_ids_from_ins_id() (mmtrack.datasets.CocoVID method)
(mmtrack.datasets.parsers.CocoVID method)
get_img_ids_from_vid() (mmtrack.datasets.CocoVID method)
(mmtrack.datasets.parsers.CocoVID method)
get_ins_ids_from_vid() (mmtrack.datasets.CocoVID method)
(mmtrack.datasets.parsers.CocoVID method)
get_lr() (mmtrack.core.optimizer.SiameseRPNLrUpdaterHook method)
get_velocity() (mmtrack.models.motion.LinearMotion method)
get_vid_ids() (mmtrack.datasets.CocoVID method)
(mmtrack.datasets.parsers.CocoVID method)
get_warp_matrix() (mmtrack.models.motion.CameraMotionCompensation method)
I
imrenormalize() (in module mmtrack.core.track)
imshow_tracks() (in module mmtrack.core.utils)
inference_mot() (in module mmtrack.apis)
inference_sot() (in module mmtrack.apis)
inference_vid() (in module mmtrack.apis)
init() (mmtrack.models.sot.SiamRPN method)
init_model() (in module mmtrack.apis)
init_module() (mmtrack.models.mot.BaseMultiObjectTracker method)
(mmtrack.models.vid.BaseVideoDetector method)
init_weights() (mmtrack.models.mot.DeepSORT method)
(mmtrack.models.mot.Tracktor method)
(mmtrack.models.motion.FlowNetSimple method)
(mmtrack.models.reid.FcModule method)
(mmtrack.models.sot.SiamRPN method)
(mmtrack.models.vid.DFF method)
(mmtrack.models.vid.FGFA method)
(mmtrack.models.vid.SELSA method)
initiate() (mmtrack.models.motion.KalmanFilter method)
K
KalmanFilter (class in mmtrack.models.motion)
L
LinearMotion (class in mmtrack.models.motion)
load_vids() (mmtrack.datasets.CocoVID method)
(mmtrack.datasets.parsers.CocoVID method)
M
mmtrack.apis
module
mmtrack.core.anchor
module
mmtrack.core.evaluation
module
mmtrack.core.motion
module
mmtrack.core.optimizer
module
mmtrack.core.track
module
mmtrack.core.utils
module
mmtrack.datasets
module
mmtrack.datasets.parsers
module
mmtrack.datasets.pipelines
module
mmtrack.datasets.samplers
module
mmtrack.models.aggregators
module
mmtrack.models.backbones
module
mmtrack.models.losses
module
mmtrack.models.mot
module
mmtrack.models.motion
module
mmtrack.models.reid
module
mmtrack.models.roi_heads
module
mmtrack.models.sot
module
mmtrack.models.track_heads
module
mmtrack.models.vid
module
module
mmtrack.apis
mmtrack.core.anchor
mmtrack.core.evaluation
mmtrack.core.motion
mmtrack.core.optimizer
mmtrack.core.track
mmtrack.core.utils
mmtrack.datasets
mmtrack.datasets.parsers
mmtrack.datasets.pipelines
mmtrack.datasets.samplers
mmtrack.models.aggregators
mmtrack.models.backbones
mmtrack.models.losses
mmtrack.models.mot
mmtrack.models.motion
mmtrack.models.reid
mmtrack.models.roi_heads
mmtrack.models.sot
mmtrack.models.track_heads
mmtrack.models.vid
multi_gpu_test() (in module mmtrack.apis)
N
norm (mmtrack.models.reid.FcModule property)
P
predict() (mmtrack.models.motion.KalmanFilter method)
prepare_imgs() (mmtrack.models.motion.FlowNetSimple method)
project() (mmtrack.models.motion.KalmanFilter method)
R
restore_result() (in module mmtrack.core.track)
S
SELSA (class in mmtrack.models.vid)
SelsaAggregator (class in mmtrack.models.aggregators)
show_result() (mmtrack.models.mot.BaseMultiObjectTracker method)
(mmtrack.models.vid.BaseVideoDetector method)
SiameseRPNLrUpdaterHook (class in mmtrack.core.optimizer)
SiameseRPNOptimizerHook (class in mmtrack.core.optimizer)
SiamRPN (class in mmtrack.models.sot)
simple_test() (mmtrack.models.mot.BaseMultiObjectTracker method)
(mmtrack.models.mot.DeepSORT method)
(mmtrack.models.mot.Tracktor method)
(mmtrack.models.reid.BaseReID method)
(mmtrack.models.sot.SiamRPN method)
(mmtrack.models.vid.DFF method)
(mmtrack.models.vid.FGFA method)
(mmtrack.models.vid.SELSA method)
single_gpu_test() (in module mmtrack.apis)
step() (mmtrack.models.motion.LinearMotion method)
T
track() (mmtrack.models.motion.CameraMotionCompensation method)
(mmtrack.models.motion.KalmanFilter method)
(mmtrack.models.motion.LinearMotion method)
(mmtrack.models.sot.SiamRPN method)
track2result() (in module mmtrack.core.track)
Tracktor (class in mmtrack.models.mot)
train_model() (in module mmtrack.apis)
train_step() (mmtrack.models.mot.BaseMultiObjectTracker method)
(mmtrack.models.vid.BaseVideoDetector method)
U
update() (mmtrack.models.motion.KalmanFilter method)
V
val_step() (mmtrack.models.mot.BaseMultiObjectTracker method)
(mmtrack.models.vid.BaseVideoDetector method)
W
warp_bboxes() (mmtrack.models.motion.CameraMotionCompensation method)
with_aggregator (mmtrack.models.vid.BaseVideoDetector property)
with_cmc (mmtrack.models.mot.Tracktor property)
with_detector (mmtrack.models.mot.BaseMultiObjectTracker property)
(mmtrack.models.vid.BaseVideoDetector property)
with_linear_motion (mmtrack.models.mot.Tracktor property)
with_motion (mmtrack.models.mot.BaseMultiObjectTracker property)
(mmtrack.models.vid.BaseVideoDetector property)
with_reid (mmtrack.models.mot.BaseMultiObjectTracker property)
with_track_head (mmtrack.models.mot.BaseMultiObjectTracker property)
with_tracker (mmtrack.models.mot.BaseMultiObjectTracker property)