TSN_15: Tracklet Siamese Network with Constrained Clustering for Multiple Object Tracking


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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.

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.

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

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

Benchmark:

MOT15 |

Short name:

TSN_15

Detector:

Public

Description:

n/a

Last submitted:

July 07, 2018 (4 years ago)

Published:

July 17, 2020 at 13:12:18 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

3.30 GHZ, 1 Core

Runtime:

0.8 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1535.543.032.2104 (14.4)314 (43.6)5,68233,51545.583.133.231.737.166.534.763.575.51.0454 (10.0)967 (21.3)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-130.646.433.35111,1145,32742.878.138.229.541.175.133.360.876.82.22156
ADL-Rundle-338.639.929.83128595,31747.785.027.133.330.166.436.565.077.01.46267
AVG-TownCentre36.953.039.647896813,76747.383.246.934.052.368.136.564.273.71.562254
ETH-Crossing32.447.631.82151366234.096.340.025.442.676.026.274.278.80.133
ETH-Jelmoli41.058.539.210143891,09456.978.840.338.548.963.044.561.676.80.91538
ETH-Linthescher22.130.926.3141392166,71724.891.136.618.941.970.419.571.778.50.22641
KITTI-1644.748.132.42217073956.685.027.438.430.357.742.864.375.90.83139
KITTI-1927.346.432.44161,1082,73448.870.233.432.238.658.137.053.270.51.142194
PETS09-S2L250.737.829.2858483,73961.287.420.841.423.058.845.464.974.81.9165235
TUD-Crossing66.260.242.2622034069.197.435.450.341.960.053.074.778.80.11314
Venice-126.436.229.5392643,07932.584.937.423.339.173.524.964.976.70.61426

Raw data: