KVIOU: kalman and deep tracker


Benchmark:

MOT17 |

Short name:

KVIOU

Detector:

Public

Description:

n/a

Project page / code:

n/a

Reference:

Anonymous submission

Processing:

Online

Last submitted:

November 12, 2019 (4 months ago)

Published:

November 12, 2019 at 15:05:19 CET

Submissions:

1

Open source:

No

Hardware:

GPU 1060

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
MOT1746.644.076.3408.0898.034,838262,0084,379

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN ID Sw.
MOT17-01-DPM22.228.771.74.013.04594,52432
MOT17-01-FRCNN27.435.276.06.08.01,4683,17636
MOT17-01-SDP35.432.873.18.03.01,6012,461102
MOT17-03-DPM43.942.174.832.031.011,79446,484447
MOT17-03-FRCNN58.148.877.640.025.02,19041,347320
MOT17-03-SDP73.953.177.370.012.02,05824,547734
MOT17-06-DPM39.346.773.825.0118.06106,401147
MOT17-06-FRCNN53.754.178.945.063.03244,956181
MOT17-06-SDP55.551.576.662.066.05074,461281
MOT17-07-DPM29.537.873.45.026.01,58510,194129
MOT17-07-FRCNN34.338.775.05.016.01,0859,856163
MOT17-07-SDP45.344.675.512.018.08448,209191
MOT17-08-DPM17.928.177.58.038.02,41314,807122
MOT17-08-FRCNN23.128.379.18.038.093415,23684
MOT17-08-SDP29.529.777.411.033.01,05513,617218
MOT17-12-DPM35.650.876.814.047.07404,79647
MOT17-12-FRCNN38.152.278.512.048.03984,93528
MOT17-12-SDP41.753.078.719.040.05974,38864
MOT17-14-DPM18.424.774.33.0113.039714,571114
MOT17-14-FRCNN19.631.371.710.078.02,07512,322467
MOT17-14-SDP30.237.772.49.064.01,70410,720472

Raw data:


KVIOU