IOU_KMM: Linear Time Siamese Network


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT20 |

Short name:

IOU_KMM

Detector:

Public

Description:

Reference:

O. Urbann, O. Bredtmann, M. Otten, P. Richter, T. Bauer, D. Zibriczky. Online and Real-Time Tracking in a Surveillance Scenario. In arXiv, 2021.

Last submitted:

April 22, 2021 (3 years ago)

Published:

June 03, 2021 at 08:47:21 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

24 Core Skylake Intel Xeon, 2.7 GHz, NVidia V100

Runtime:

30.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT2046.549.440.4371 (29.9)244 (19.6)57,517214,77758.584.039.441.941.775.247.367.979.912.84,509 (0.0)7,557 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT20-0468.962.950.2281539,63374,17372.995.445.255.947.679.059.778.182.24.61,5283,418
MOT20-0621.531.626.2359525,51976,99442.068.625.128.026.965.133.154.175.225.31,7282,400
MOT20-0750.949.439.341162,66013,23560.088.236.842.839.373.447.469.779.44.5360447
MOT20-088.427.122.6148019,70550,37535.057.923.522.325.561.727.545.673.524.48931,292

Raw data: