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:

December 29, 2018 (7 months ago)

Published:

October 10, 2018 at 05:15:00 CET

Submissions:

2

Open source:

No

Project page / code:

n/a

Reference:

CJY, HYW, KHW @ HRI-SH

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
54.579.00.621.0 % 35.4 % 10,471243,1432,8654,889i7 6700K, GTX 1080, pythonPublic
IDF1ID PrecisionID Recall
51.369.440.8

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM38.330.077.50.32416.7 % 45.8 % 1513,7715793
MOT17-03-DPM61.153.879.11.314826.4 % 14.2 % 1,95238,462292785
MOT17-06-DPM51.952.278.80.322221.2 % 38.7 % 3135,184173180
MOT17-07-DPM45.644.778.20.76011.7 % 35.0 % 3268,76498223
MOT17-08-DPM29.331.383.30.17611.8 % 47.4 % 8214,77984106
MOT17-12-DPM46.054.982.40.19118.7 % 48.4 % 1054,5502543
MOT17-14-DPM28.029.576.70.71646.1 % 48.8 % 55112,392362332
MOT17-01-FRCNN41.137.078.50.82425.0 % 41.7 % 3493,4232862
MOT17-03-FRCNN62.055.979.01.014831.1 % 16.2 % 1,57437,991239521
MOT17-06-FRCNN56.153.978.70.522226.6 % 27.5 % 5504,382245257
MOT17-07-FRCNN41.642.177.61.46010.0 % 28.3 % 6869,08292200
MOT17-08-FRCNN27.331.182.20.57611.8 % 48.7 % 28614,97497119
MOT17-12-FRCNN44.053.681.60.29117.6 % 51.6 % 1364,6952145
MOT17-14-FRCNN28.135.875.30.61645.5 % 48.8 % 46412,689137267
MOT17-01-SDP44.433.977.80.62429.2 % 37.5 % 2743,2833076
MOT17-03-SDP77.264.279.00.614851.4 % 8.8 % 92822,630261634
MOT17-06-SDP58.854.378.80.422234.7 % 29.3 % 5164,113230249
MOT17-07-SDP51.748.077.71.06025.0 % 23.3 % 4827,562107218
MOT17-08-SDP31.132.282.30.27614.5 % 47.4 % 14114,32281115
MOT17-12-SDP47.556.782.00.19117.6 % 54.9 % 504,4841931
MOT17-14-SDP33.238.975.20.71645.5 % 43.9 % 55511,611187333

Raw data:

n/a


DGCT