c3d_Track: Deep Tracking by Tagging with C3D Encoder


Video not available.

Benchmark:

MOT17 |

Short name:

c3d_Track

Detector:

Public

Description:

An end-to-end tracking with deep learning. C3D encoder is used for creating features.

Project page / code:

n/a

Reference:

Anonymous submission

Processing:

Online

Last submitted:

April 24, 2019 (11 months ago)

Published:

April 24, 2019 at 20:59:08 CET

Submissions:

1

Open source:

No

Hardware:

3.0GHz,1_Core_and_Titan_X_Pascal

Runtime:

22.2 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1741.540.275.6252 (10.7)1,142 (48.5)33,332292,93148.189.11.93,890 (80.9)11,454 (238.2)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM20.823.871.32125254,54229.678.41.244153
MOT17-01-FRCNN26.736.976.44101,2173,48546.070.92.72988
MOT17-01-SDP41.837.473.3656193,07952.384.51.454222
MOT17-03-DPM35.333.273.9213615,61551,39350.977.310.47352,697
MOT17-03-FRCNN56.147.377.535301,67043,96758.097.31.1294989
MOT17-03-SDP68.155.976.056181,56731,49869.997.91.03632,283
MOT17-06-DPM26.732.570.781465427,95532.587.60.5144264
MOT17-06-FRCNN42.646.076.4251042846,29546.695.10.2184227
MOT17-06-SDP41.844.573.5291154356,24047.092.70.4182235
MOT17-07-DPM23.326.872.74271,99110,77936.275.44.0184495
MOT17-07-FRCNN31.734.775.04191,03410,36038.786.32.1145444
MOT17-07-SDP42.139.474.66226569,00446.792.31.3125509
MOT17-08-DPM14.321.177.31441,69116,28922.974.12.7119272
MOT17-08-FRCNN21.628.280.464359715,90524.789.71.062129
MOT17-08-SDP27.030.577.883735114,97029.194.60.699292
MOT17-12-DPM27.338.875.86579085,33538.478.61.059170
MOT17-12-FRCNN38.548.278.612552065,10841.194.50.21975
MOT17-12-SDP41.252.678.013552454,81344.594.00.341116
MOT17-14-DPM11.915.572.8112071415,39516.781.21.0170376
MOT17-14-FRCNN15.023.471.421001,55013,73225.775.42.1422694
MOT17-14-SDP23.628.172.138791512,78730.886.21.2416724

Raw data: