NvMOT_DSv62: Multi-Object Tracker in DeepStream 6.2 by NVIDIA
MOT17-08-SDP
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 03, 2022 (2 years ago)
Published:
November 03, 2022 at 08:15:56 CET
Submissions:
4
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 |
| MOT17 | 81.5 | 77.8 | 64.1 | 1,344 (57.1) | 294 (12.5) | 29,676 | 72,696 | 87.1 | 94.3 | 62.9 | 65.7 | 67.7 | 78.7 | 71.8 | 77.7 | 82.9 | 1.7 | 2,100 (0.0) | 2,682 (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 |
| MOT17-01-DPM | 72.7 | 68.1 | 54.6 | 17 | 2 | 632 | 1,105 | 82.9 | 89.4 | 51.1 | 58.5 | 58.9 | 68.9 | 67.0 | 72.3 | 81.8 | 1.4 | 22 | 46 |
| MOT17-01-FRCNN | 72.7 | 68.1 | 54.6 | 17 | 2 | 632 | 1,105 | 82.9 | 89.4 | 51.1 | 58.5 | 58.9 | 68.9 | 67.0 | 72.3 | 81.8 | 1.4 | 22 | 46 |
| MOT17-01-SDP | 72.7 | 68.1 | 54.6 | 17 | 2 | 632 | 1,105 | 82.9 | 89.4 | 51.1 | 58.5 | 58.9 | 68.9 | 67.0 | 72.3 | 81.8 | 1.4 | 22 | 46 |
| MOT17-03-DPM | 93.8 | 89.9 | 73.0 | 144 | 0 | 3,849 | 2,637 | 97.5 | 96.4 | 72.0 | 74.2 | 76.2 | 82.1 | 80.2 | 79.2 | 82.9 | 2.6 | 51 | 113 |
| MOT17-03-FRCNN | 93.8 | 89.9 | 73.0 | 144 | 0 | 3,849 | 2,637 | 97.5 | 96.4 | 72.0 | 74.2 | 76.2 | 82.1 | 80.2 | 79.2 | 82.9 | 2.6 | 51 | 113 |
| MOT17-03-SDP | 93.8 | 89.9 | 73.0 | 144 | 0 | 3,849 | 2,637 | 97.5 | 96.4 | 72.0 | 74.2 | 76.2 | 82.1 | 80.2 | 79.2 | 82.9 | 2.6 | 51 | 113 |
| MOT17-06-DPM | 64.7 | 65.9 | 54.0 | 112 | 47 | 1,024 | 2,993 | 74.6 | 89.6 | 52.7 | 55.6 | 62.0 | 73.3 | 62.3 | 74.8 | 83.4 | 0.9 | 145 | 142 |
| MOT17-06-FRCNN | 64.7 | 65.9 | 54.0 | 112 | 47 | 1,024 | 2,993 | 74.6 | 89.6 | 52.7 | 55.6 | 62.0 | 73.3 | 62.3 | 74.8 | 83.4 | 0.9 | 145 | 142 |
| MOT17-06-SDP | 64.7 | 65.9 | 54.0 | 112 | 47 | 1,024 | 2,993 | 74.6 | 89.6 | 52.7 | 55.6 | 62.0 | 73.3 | 62.3 | 74.8 | 83.4 | 0.9 | 145 | 142 |
| MOT17-07-DPM | 73.8 | 59.6 | 51.2 | 32 | 3 | 578 | 3,758 | 77.8 | 95.8 | 43.6 | 60.4 | 46.4 | 76.2 | 64.7 | 79.7 | 83.5 | 1.2 | 87 | 114 |
| MOT17-07-FRCNN | 73.8 | 59.6 | 51.2 | 32 | 3 | 578 | 3,758 | 77.8 | 95.8 | 43.6 | 60.4 | 46.4 | 76.2 | 64.7 | 79.7 | 83.5 | 1.2 | 87 | 114 |
| MOT17-07-SDP | 73.8 | 59.6 | 51.2 | 32 | 3 | 578 | 3,758 | 77.8 | 95.8 | 43.6 | 60.4 | 46.4 | 76.2 | 64.7 | 79.7 | 83.5 | 1.2 | 87 | 114 |
| MOT17-08-DPM | 64.7 | 53.8 | 47.6 | 37 | 7 | 1,904 | 5,379 | 74.5 | 89.2 | 42.1 | 55.1 | 50.7 | 62.0 | 61.7 | 73.9 | 82.1 | 3.0 | 166 | 222 |
| MOT17-08-FRCNN | 64.7 | 53.8 | 47.6 | 37 | 7 | 1,904 | 5,379 | 74.5 | 89.2 | 42.1 | 55.1 | 50.7 | 62.0 | 61.7 | 73.9 | 82.1 | 3.0 | 166 | 222 |
| MOT17-08-SDP | 64.7 | 53.8 | 47.6 | 37 | 7 | 1,904 | 5,379 | 74.5 | 89.2 | 42.1 | 55.1 | 50.7 | 62.0 | 61.7 | 73.9 | 82.1 | 3.0 | 166 | 222 |
| MOT17-12-DPM | 64.9 | 73.7 | 61.8 | 53 | 16 | 1,129 | 1,884 | 78.3 | 85.7 | 66.3 | 57.8 | 71.4 | 82.2 | 67.3 | 73.7 | 85.6 | 1.3 | 31 | 47 |
| MOT17-12-FRCNN | 64.9 | 73.7 | 61.8 | 53 | 16 | 1,129 | 1,884 | 78.3 | 85.7 | 66.3 | 57.8 | 71.4 | 82.2 | 67.3 | 73.7 | 85.6 | 1.3 | 31 | 47 |
| MOT17-12-SDP | 64.9 | 73.7 | 61.8 | 53 | 16 | 1,129 | 1,884 | 78.3 | 85.7 | 66.3 | 57.8 | 71.4 | 82.2 | 67.3 | 73.7 | 85.6 | 1.3 | 31 | 47 |
| MOT17-14-DPM | 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 |
| MOT17-14-FRCNN | 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 |
| MOT17-14-SDP | 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:
