MOTDT17: Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-identification


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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.

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:

MOT17 |

Short name:

MOTDT17

Detector:

Public

Description:

n/a

Reference:

Last submitted:

November 09, 2017 (5 years ago)

Published:

July 06, 2018 at 09:13:45 CET

Submissions:

2

Project page / code:

Open source:

Yes

Hardware:

3 GHZ, GTX1060

Runtime:

18.3 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1750.952.741.2413 (17.5)841 (35.7)24,069250,76855.692.941.441.345.670.344.173.779.71.42,474 (44.5)5,317 (95.7)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM39.842.533.0482303,62043.992.535.031.437.869.732.969.375.80.53578
MOT17-01-FRCNN37.046.839.1598533,19050.579.343.435.645.778.140.864.079.61.91850
MOT17-01-SDP44.551.140.1758682,68258.481.341.239.444.472.745.563.378.31.92991
MOT17-03-DPM55.554.641.139235,24541,01360.892.438.444.341.866.947.572.178.33.5364846
MOT17-03-FRCNN58.757.445.041243,43539,52662.295.043.347.347.470.650.076.380.32.3220474
MOT17-03-SDP73.262.750.3641589626,82874.498.944.956.648.770.559.378.981.30.6361737
MOT17-06-DPM44.550.538.0341005635,89150.091.340.636.052.059.438.470.077.50.583219
MOT17-06-FRCNN49.652.641.645796655,18456.090.841.541.955.458.445.173.280.40.686199
MOT17-06-SDP51.855.642.757787534,83059.090.242.842.856.159.046.671.279.50.697213
MOT17-07-DPM42.547.234.96236488,95447.092.535.734.337.972.736.271.177.41.3104264
MOT17-07-FRCNN39.243.133.45199459,21245.589.034.133.536.672.735.870.278.21.9119267
MOT17-07-SDP47.349.438.212139857,79953.890.237.239.639.874.742.771.679.32.0114257
MOT17-08-DPM28.434.029.7103656014,45131.692.335.425.037.077.526.075.981.50.9105143
MOT17-08-FRCNN26.434.730.853557914,89429.591.541.323.243.480.524.275.181.80.971104
MOT17-08-SDP30.836.532.3103544214,04733.594.139.626.542.079.527.577.382.00.7122163
MOT17-12-DPM40.351.439.012395274,60746.888.544.534.347.475.237.069.979.40.63778
MOT17-12-FRCNN35.850.938.311425105,03042.087.746.831.550.375.033.970.880.30.62461
MOT17-12-SDP40.253.640.913404984,65446.389.048.034.951.376.037.672.381.40.62873
MOT17-14-DPM26.441.129.210891,06812,45432.685.035.823.938.471.825.566.477.31.474232
MOT17-14-FRCNN25.038.928.89741,92411,73736.577.832.925.737.363.028.460.475.72.6193385
MOT17-14-SDP33.847.534.014551,87510,16545.081.637.631.141.468.534.662.776.52.5190383

Raw data: