DGCT: DGCT

MOT17-08-DPM


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:

DGCT

Detector:

Public

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)

Reference:

CJY, HYW, KHW @ HRI-SH

Last submitted:

December 29, 2018 (5 years ago)

Published:

October 10, 2018 at 05:15:00 CET

Submissions:

2

Project page / code:

n/a

Open source:

No

Hardware:

i7 6700K, GTX 1080, python

Runtime:

7.0 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1754.551.342.0495 (21.0)834 (35.4)10,471243,14356.996.840.543.944.173.846.078.481.80.62,865 (50.3)4,889 (85.9)

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-DPM38.330.026.24111513,77141.594.722.131.227.058.132.874.780.50.35793
MOT17-01-FRCNN41.137.033.36103493,42346.989.731.635.435.773.138.072.781.10.82862
MOT17-01-SDP44.433.927.8792743,28349.192.021.136.728.850.039.373.680.80.63076
MOT17-03-DPM61.153.843.539211,95238,46263.397.139.148.842.174.751.278.781.71.3292785
MOT17-03-FRCNN62.055.945.146241,57437,99163.797.741.349.644.076.951.879.481.81.0239521
MOT17-03-SDP77.264.252.4761392822,63078.498.946.259.950.872.563.079.481.80.6261634
MOT17-06-DPM51.952.243.347863135,18456.095.543.943.048.174.045.377.381.60.3173180
MOT17-06-FRCNN56.153.943.359615504,38262.893.140.047.347.065.750.975.481.40.5245257
MOT17-06-SDP58.854.343.977655164,11365.193.739.749.048.263.352.775.981.60.4230249
MOT17-07-DPM45.644.735.37213268,76448.196.134.136.935.976.338.677.181.10.798223
MOT17-07-FRCNN41.642.133.96176869,08246.291.933.535.036.569.837.173.980.41.492200
MOT17-07-SDP51.748.038.715144827,56255.295.136.541.438.874.043.975.680.91.0107218
MOT17-08-DPM29.331.329.19368214,77930.098.733.825.235.083.025.784.485.50.184106
MOT17-08-FRCNN27.331.129.193728614,97429.195.635.524.036.785.324.781.184.50.597119
MOT17-08-SDP31.132.230.1113614114,32232.298.034.626.338.172.827.082.184.40.281115
MOT17-12-DPM46.054.945.117441054,55047.597.553.038.456.879.139.981.984.50.12543
MOT17-12-FRCNN44.053.643.116471364,69545.896.750.536.954.279.238.480.984.00.22145
MOT17-12-SDP47.556.746.51650504,48448.398.855.339.260.078.440.482.884.30.11931
MOT17-14-DPM28.029.523.4108055112,39233.091.722.324.823.865.126.072.479.50.7362332
MOT17-14-FRCNN28.135.826.398046412,68931.392.630.023.232.865.424.271.578.60.6137267
MOT17-14-SDP33.238.928.997255511,61137.292.531.127.234.166.728.671.278.70.7187333

Raw data: