TDX: V4tiny-deepsortx
MOT16-12
Benchmark:
MOT16 |
Short name:
TDX
Detector:
Private
Description:
Modified yolov4-tiny + modified deepsort
Reference:
Unpublished:Kaiwen Huang
Last submitted:
December 16, 2021 (2 years ago)
Published:
October 25, 2021 at 03:47:21 CET
Submissions:
4
Project page / code:
n/a
Open source:
No
Hardware:
R7000P2021H
Runtime:
51.0 Hz
Benchmark performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16 | 44.0 | 43.6 | 35.4 | 112 (14.8) | 314 (41.4) | 11,009 | 90,181 | 50.5 | 89.3 | 33.7 | 37.5 | 43.0 | 52.8 | 40.2 | 71.1 | 78.3 | 1.9 | 907 (0.0) | 2,464 (0.0) |
Detailed performance:
| Sequence | MOTA | IDF1 | HOTA | MT | ML | FP | FN | Rcll | Prcn | AssA | DetA | AssRe | AssPr | DetRe | DetPr | LocA | FAF | ID Sw. | Frag |
| MOT16-01 | 29.6 | 42.5 | 32.9 | 5 | 10 | 741 | 3,734 | 41.6 | 78.2 | 39.4 | 27.8 | 45.4 | 61.4 | 31.4 | 59.0 | 75.5 | 1.6 | 28 | 74 |
| MOT16-03 | 56.3 | 50.2 | 40.1 | 40 | 23 | 5,168 | 40,048 | 61.7 | 92.6 | 35.0 | 46.1 | 42.2 | 54.9 | 49.3 | 74.1 | 79.5 | 3.4 | 482 | 1,243 |
| MOT16-06 | 46.5 | 30.6 | 27.7 | 40 | 76 | 780 | 5,304 | 54.0 | 88.9 | 20.0 | 38.8 | 51.0 | 26.5 | 41.9 | 69.0 | 77.4 | 0.7 | 94 | 235 |
| MOT16-07 | 29.1 | 36.8 | 29.8 | 3 | 23 | 1,102 | 10,356 | 36.6 | 84.4 | 35.4 | 26.3 | 40.4 | 57.8 | 28.1 | 64.9 | 75.3 | 2.2 | 110 | 320 |
| MOT16-08 | 27.1 | 36.4 | 29.5 | 8 | 27 | 527 | 11,617 | 30.6 | 90.7 | 37.7 | 23.2 | 46.7 | 61.2 | 24.2 | 71.6 | 78.7 | 0.8 | 56 | 142 |
| MOT16-12 | 37.1 | 38.1 | 33.2 | 13 | 50 | 361 | 4,834 | 41.7 | 90.6 | 36.1 | 30.7 | 54.3 | 45.6 | 32.4 | 70.4 | 77.8 | 0.4 | 23 | 71 |
| MOT16-14 | 9.5 | 22.7 | 19.4 | 3 | 105 | 2,330 | 14,288 | 22.7 | 64.3 | 21.3 | 18.2 | 31.2 | 39.0 | 19.3 | 54.7 | 69.7 | 3.1 | 114 | 379 |
Raw data:
