Tracking by Deep Q-network


Short name:

DQNTracker

Benchmark:

Description:

n/a

Hardware:

GTX TITAN X

Detector:

Public

Processing:

Online

Last submitted:

November 15, 2016 (2 months ago)

Published:

November 15, 2016 at 19:22:15 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

Anonymous submission

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
12.674.37.313.0 % 36.9 % 43,24792,63723,3786,543GTX TITAN XPublic

Detailed performance:

Sequence MOTA MOTP FAF GT MT ML FP FN ID Sw Frag
MOT16-018.471.32.8238.7 % 39.1 % 1,2434,048567252
MOT16-0315.974.418.014818.9 % 17.6 % 27,03046,72514,1253,752
MOT16-0624.373.11.422114.5 % 38.5 % 1,7195,4341,579414
MOT16-079.672.97.15411.1 % 27.8 % 3,5588,8742,329735
MOT16-086.977.35.46311.1 % 36.5 % 3,39410,4831,699438
MOT16-120.975.73.68618.6 % 37.2 % 3,1974,109912221
MOT16-141.373.84.11644.9 % 54.9 % 3,10612,9642,167731

Raw data:

n/a


DQNTracker