Tracking by Deep Q-network
Short name:
DQNTracker
Benchmark:
Description:
n/a
Hardware:
GTX TITAN X
Detector:
Public
Processing:
Online
Last submitted:
March 12, 2017 (4 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:
| MOTA | MOTP | FAF | MT | ML | FP | FN | ID Sw. | Frag | Specifications | Detector |
| 33.7 | 75.4 | 0.9 | 6.9 % | 59.3 % | 5,210 | 113,865 | 1,744 | 4,184 | GTX TITAN X | Public |
Detailed performance:
| Sequence | MOTA | MOTP | FAF | GT | MT | ML | FP | FN | ID Sw | Frag |
| MOT16-01 | 24.5 | 72.6 | 0.2 | 23 | 8.7 % | 56.5 % | 81 | 4,707 | 41 | 133 |
| MOT16-03 | 42.1 | 75.5 | 2.8 | 148 | 10.8 % | 27.0 % | 4,201 | 55,553 | 834 | 2,770 |
| MOT16-06 | 42.7 | 74.1 | 0.1 | 221 | 10.0 % | 51.1 % | 121 | 6,322 | 166 | 266 |
| MOT16-07 | 31.2 | 74.1 | 0.8 | 54 | 7.4 % | 44.4 % | 408 | 10,482 | 335 | 597 |
| MOT16-08 | 24.0 | 79.6 | 0.3 | 63 | 4.8 % | 52.4 % | 197 | 12,204 | 309 | 321 |
| MOT16-12 | 20.7 | 76.4 | 0.2 | 86 | 4.7 % | 77.9 % | 160 | 6,367 | 55 | 79 |
| MOT16-14 | 1.1 | 67.8 | 0.1 | 164 | 0.6 % | 97.6 % | 42 | 18,230 | 4 | 18 |
Raw data:
n/a
