kalman and deep tracker


Short name:

KVIOU

Benchmark:

Description:

n/a

Hardware:

GPU 1060

Detector:

Public

Processing:

Online

Last submitted:

November 12, 2019 (25 days ago)

Published:

November 12, 2019 at 15:05:19 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
46.676.32.017.3 % 38.1 % 34,838262,0084,3797,844GPU 1060Public
IDF1ID PrecisionID Recall
44.058.835.1

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM22.228.771.71.02416.7 % 54.2 % 4594,5243255
MOT17-03-DPM43.942.174.87.914821.6 % 20.9 % 11,79446,484447853
MOT17-06-DPM39.346.773.80.522211.3 % 53.2 % 6106,401147273
MOT17-07-DPM29.537.873.43.2608.3 % 43.3 % 1,58510,194129430
MOT17-08-DPM17.928.177.53.97610.5 % 50.0 % 2,41314,807122142
MOT17-12-DPM35.650.876.80.89115.4 % 51.6 % 7404,79647114
MOT17-14-DPM18.424.774.30.51641.8 % 68.9 % 39714,571114306
MOT17-01-FRCNN27.435.276.03.32425.0 % 33.3 % 1,4683,1763662
MOT17-03-FRCNN58.148.877.61.514827.0 % 16.9 % 2,19041,347320513
MOT17-06-FRCNN53.754.178.90.322220.3 % 28.4 % 3244,956181298
MOT17-07-FRCNN34.338.775.02.2608.3 % 26.7 % 1,0859,856163472
MOT17-08-FRCNN23.128.379.11.57610.5 % 50.0 % 93415,23684121
MOT17-12-FRCNN38.152.278.50.49113.2 % 52.7 % 3984,9352871
MOT17-14-FRCNN19.631.371.72.81646.1 % 47.6 % 2,07512,322467674
MOT17-01-SDP35.432.873.13.62433.3 % 12.5 % 1,6012,461102168
MOT17-03-SDP73.953.177.31.414847.3 % 8.1 % 2,05824,5477341,179
MOT17-06-SDP55.551.576.60.422227.9 % 29.7 % 5074,461281268
MOT17-07-SDP45.344.675.51.76020.0 % 30.0 % 8448,209191574
MOT17-08-SDP29.529.777.41.77614.5 % 43.4 % 1,05513,617218294
MOT17-12-SDP41.753.078.70.79120.9 % 44.0 % 5974,38864121
MOT17-14-SDP30.237.772.42.31645.5 % 39.0 % 1,70410,720472856

Raw data:

n/a


KVIOU