NvMOT_DSv62: Multi-Object Tracker in DeepStream 6.2 by NVIDIA
MOT16-06
Short name:
NvMOT_DSv62
Detector:
Private
Description:
Real-time multi-object tracker offered in DeepStream SDK 6.2 by NVIDIA
Reference:
NVIDIA. DeepStream SDK 6.2. In NVIDIA, 2022.
Last submitted:
November 01, 2022 (1 year ago)
Published:
November 01, 2022 at 22:01:02 CET
Submissions:
1
Project page / code:
Open source:
No
Hardware:
A100
Runtime:
349.4 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 | 80.6 | 78.0 | 64.3 | 446 (58.8) | 88 (11.6) | 13,380 | 21,371 | 88.3 | 92.3 | 63.4 | 65.5 | 68.4 | 78.9 | 72.9 | 76.2 | 82.8 | 2.3 | 671 (0.0) | 880 (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 | 72.7 | 68.1 | 54.5 | 17 | 1 | 651 | 1,074 | 83.2 | 89.1 | 50.9 | 58.6 | 58.9 | 68.8 | 67.3 | 72.1 | 81.9 | 1.4 | 22 | 44 |
| MOT16-03 | 92.8 | 89.5 | 72.7 | 143 | 0 | 4,388 | 3,057 | 97.1 | 95.9 | 71.8 | 73.9 | 76.2 | 81.9 | 80.0 | 79.0 | 82.8 | 2.9 | 50 | 126 |
| MOT16-06 | 63.3 | 65.9 | 53.8 | 112 | 50 | 1,186 | 2,909 | 74.8 | 87.9 | 53.0 | 54.9 | 62.8 | 72.7 | 62.4 | 73.4 | 83.3 | 1.0 | 139 | 143 |
| MOT16-07 | 73.8 | 59.9 | 51.3 | 30 | 1 | 784 | 3,401 | 79.2 | 94.3 | 43.6 | 60.6 | 46.7 | 75.6 | 65.8 | 78.3 | 83.4 | 1.6 | 92 | 118 |
| MOT16-08 | 55.4 | 54.1 | 48.6 | 38 | 1 | 4,423 | 2,899 | 82.7 | 75.8 | 45.7 | 53.0 | 55.3 | 63.6 | 68.5 | 62.8 | 81.8 | 7.1 | 140 | 193 |
| MOT16-12 | 66.8 | 75.0 | 62.8 | 53 | 12 | 1,172 | 1,555 | 81.3 | 85.2 | 66.5 | 59.5 | 71.6 | 82.2 | 69.9 | 73.3 | 85.6 | 1.3 | 30 | 46 |
| MOT16-14 | 59.7 | 58.8 | 45.8 | 53 | 23 | 776 | 6,476 | 65.0 | 93.9 | 43.5 | 48.7 | 45.7 | 80.0 | 52.5 | 75.9 | 82.1 | 1.0 | 198 | 210 |
Raw data:
