DGCT

MOT17-01-DPM MOT17-03-DPM MOT17-06-DPM MOT17-07-DPM MOT17-08-DPM MOT17-12-DPM MOT17-14-DPM MOT17-01-FRCNN MOT17-03-FRCNN MOT17-06-FRCNN

Short name:

DGCT

Benchmark:

Description:

Only train on MOT17 videos (not trained on Person ReID or other self-collected datasets)
Process in near online mode
No further post-processing schemes involved (may come in an upgraded version)

Hardware:

i7 6700K, GTX 1080, python

Detector:

Public

Processing:

Batch

Last submitted:

October 10, 2018 (2 months ago)

Published:

October 10, 2018 at 05:15:00 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

CJY, HYW, KHW @ HRI-SH

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
54.378.90.920.3 % 33.7 % 15,508238,2464,2436,684i7 6700K, GTX 1080, pythonPublic
IDF1ID PrecisionID Recall
50.667.240.7

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM37.937.277.50.42416.7 % 41.7 % 1663,78454103
MOT17-03-DPM60.551.778.92.514827.7 % 12.8 % 3,80437,187404943
MOT17-06-DPM50.650.979.10.222218.5 % 40.5 % 2135,438172225
MOT17-07-DPM44.539.078.00.96010.0 % 33.3 % 4528,743173343
MOT17-08-DPM30.231.882.70.37610.5 % 47.4 % 20414,410132200
MOT17-12-DPM46.856.482.00.29122.0 % 40.7 % 2034,3713894
MOT17-14-DPM25.728.677.10.61644.9 % 51.8 % 43612,886420403
MOT17-01-FRCNN35.035.977.82.22425.0 % 33.3 % 1,0123,1453570
MOT17-03-FRCNN61.955.279.10.914829.1 % 16.2 % 1,27938,360245555
MOT17-06-FRCNN55.455.079.10.322222.5 % 32.0 % 3464,723183243
MOT17-07-FRCNN41.740.177.51.56010.0 % 23.3 % 7728,904174319
MOT17-08-FRCNN27.130.982.40.47611.8 % 50.0 % 25815,03895131
MOT17-12-FRCNN42.953.181.60.29114.3 % 47.3 % 1934,7213161
MOT17-14-FRCNN27.733.174.41.21644.3 % 40.2 % 92211,839604620
MOT17-01-SDP43.337.877.02.12429.2 % 20.8 % 9652,62368119
MOT17-03-SDP77.765.078.90.714854.1 % 8.8 % 1,11021,918317745
MOT17-06-SDP57.755.979.10.422232.4 % 32.0 % 4384,344200244
MOT17-07-SDP51.244.777.31.86026.7 % 20.0 % 9087,160179304
MOT17-08-SDP32.334.281.30.77615.8 % 46.1 % 44513,695163240
MOT17-12-SDP47.357.081.40.49119.8 % 41.8 % 3564,1723888
MOT17-14-SDP33.337.974.31.41646.1 % 36.0 % 1,02610,785518634

Raw data:

n/a


DGCT