Deep Tracking by Tagging


Short name:

Deep_Track

Benchmark:

Description:

Public DPM detections are used and the tracking is achieved by assigning each person a different tag on an 8 frame video clips. By sliding 4 frame at a time and using the overlapping information tracking is achieved through out the video.

Hardware:

3.0GHz,1_Core_and_Titan_X_Pascal

Detector:

Private

Processing:

Online

Last submitted:

September 03, 2019 (2 months ago)

Published:

July 12, 2019 at 22:20:16 CET

Submissions:

3

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
52.376.71.019.7 % 36.1 % 16,981246,3935,5736,5663.0GHz,1_Core_and_Titan_X_PascalPrivate
IDF1ID PrecisionID Recall
47.363.537.7

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT17-01-DPM43.137.273.81.52433.3 % 20.8 % 6722,93461134
MOT17-03-DPM71.757.676.51.114845.9 % 10.8 % 1,71027,4804391,084
MOT17-06-DPM51.147.476.50.522227.0 % 33.3 % 6064,718434194
MOT17-07-DPM45.041.975.31.46018.3 % 35.0 % 7228,420144236
MOT17-08-DPM28.431.177.80.87611.8 % 46.1 % 47214,502152211
MOT17-12-DPM43.954.677.80.49120.9 % 48.4 % 3314,4834452
MOT17-14-DPM27.128.372.81.61642.4 % 43.3 % 1,21611,590669522
MOT17-01-FRCNN31.335.676.82.32425.0 % 41.7 % 1,0233,3743455
MOT17-03-FRCNN55.546.878.40.814820.3 % 18.9 % 1,20845,017333484
MOT17-06-FRCNN49.448.679.10.322218.9 % 32.4 % 3295,289343213
MOT17-07-FRCNN32.634.875.71.5606.7 % 36.7 % 73810,507140276
MOT17-08-FRCNN22.027.280.60.7766.6 % 55.3 % 43015,9736587
MOT17-12-FRCNN37.450.178.90.29112.1 % 57.1 % 2155,1832432
MOT17-14-FRCNN18.224.071.92.11645.5 % 56.1 % 1,58012,796748553
MOT17-01-SDP43.137.273.81.52433.3 % 20.8 % 6722,93461134
MOT17-03-SDP71.757.676.51.114845.9 % 10.8 % 1,71027,4804391,084
MOT17-06-SDP51.147.476.50.522227.0 % 33.3 % 6064,718434194
MOT17-07-SDP45.041.975.31.46018.3 % 35.0 % 7228,420144236
MOT17-08-SDP28.431.177.80.87611.8 % 46.1 % 47214,502152211
MOT17-12-SDP43.954.677.80.49120.9 % 48.4 % 3314,4834452
MOT17-14-SDP27.128.372.81.61642.4 % 43.3 % 1,21611,590669522

Raw data:

n/a


Deep_Track