siameseCos: Deep Siamese Network
MOT16-01
Benchmark:
MOT16 |
Short name:
siameseCos
Detector:
Public
Description:
MHT variation with Re-ID using classification-guided metric learning
Reference:
In preparation
Last submitted:
April 16, 2019 (1 year ago)
Published:
April 16, 2019 at 17:10:57 CET
Submissions:
3
Project page / code:
n/a
Open source:
No
Hardware:
3.6 Ghz 4 cores
Runtime:
0.8 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | MOTP | MT | ML | FP | FN | Recall | Precision | FAF | ID Sw. | Frag |
| MOT16 | 49.4 | 49.8 | 75.9 | 145 (19.1) | 299 (39.4) | 6,281 | 85,384 | 53.2 | 93.9 | 1.1 | 679 (12.8) | 823 (15.5) |
Detailed performance:
| Sequence | MOTA | IDF1 | MOTP | MT | ML | FP | FN | Recall | Precision | FAF | ID Sw. | Frag |
| MOT16-01 | 43.6 | 49.3 | 72.4 | 7 | 9 | 154 | 3,440 | 46.2 | 95.0 | 0.3 | 10 | 25 |
| MOT16-03 | 56.2 | 51.5 | 75.8 | 36 | 27 | 3,211 | 42,294 | 59.5 | 95.1 | 2.1 | 271 | 377 |
| MOT16-06 | 45.9 | 57.6 | 74.1 | 63 | 91 | 1,434 | 4,679 | 59.4 | 82.7 | 1.2 | 131 | 123 |
| MOT16-07 | 47.1 | 48.9 | 75.1 | 9 | 16 | 519 | 8,040 | 50.7 | 94.1 | 1.0 | 76 | 85 |
| MOT16-08 | 36.4 | 38.7 | 80.2 | 9 | 24 | 308 | 10,257 | 38.7 | 95.5 | 0.5 | 76 | 77 |
| MOT16-12 | 47.6 | 58.8 | 77.7 | 15 | 37 | 223 | 4,099 | 50.6 | 95.0 | 0.2 | 22 | 29 |
| MOT16-14 | 29.1 | 39.0 | 75.0 | 6 | 95 | 432 | 12,575 | 32.0 | 93.2 | 0.6 | 93 | 107 |
Raw data:
