Tracking by Deep Q-network

MOT16-01 MOT16-03 MOT16-06 MOT16-07 MOT16-08 MOT16-12 MOT16-14

Short name:

DQNTracker

Benchmark:

Description:

n/a

Hardware:

GTX TITAN X

Detector:

Public

Processing:

Online

Last submitted:

March 12, 2017 (8 months ago)

Published:

November 15, 2016 at 19:22:15 CET

Submissions:

2

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
33.775.40.96.9 % 59.3 % 5,210113,8651,7444,184GTX TITAN XPublic
IDF1ID PrecisionID Recall
31.755.122.3

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT16-0124.526.272.60.2238.7 % 56.5 % 814,70741133
MOT16-0342.136.975.52.814810.8 % 27.0 % 4,20155,5538342,770
MOT16-0642.737.074.10.122110.0 % 51.1 % 1216,322166266
MOT16-0731.228.774.10.8547.4 % 44.4 % 40810,482335597
MOT16-0824.022.879.60.3634.8 % 52.4 % 19712,204309321
MOT16-1220.727.076.40.2864.7 % 77.9 % 1606,3675579
MOT16-141.12.567.80.11640.6 % 97.6 % 4218,230418

Raw data:

n/a


DQNTracker