Short name:
BrinqTraq_v2
Detector:
Private
Description:
Custom trained yolo_v5 x-large model with input size of 1920x1920 as detector.
Reference:
H. Mahadik, N. Bamra, J. Rynne. Brinq Edge AI SDK v2.0, Arcturus Networks Inc. In , 2023.
Last submitted:
April 26, 2023 (1 year ago)
Published:
May 05, 2023 at 20:18:13 CET
Submissions:
3
Project page / code:
Open source:
No
Hardware:
1.9 GHz, 2560 CUDA Cores
Runtime:
23.1 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 | 82.3 | 80.6 | 64.4 | 1,476 (62.7) | 201 (8.5) | 34,140 | 63,888 | 88.7 | 93.6 | 63.4 | 65.9 | 70.0 | 76.0 | 72.6 | 76.6 | 82.6 | 1.9 | 1,614 (0.0) | 2,856 (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 | 76.2 | 70.4 | 56.2 | 17 | 2 | 243 | 1,273 | 80.3 | 95.5 | 53.2 | 60.0 | 58.5 | 78.0 | 64.5 | 76.8 | 81.2 | 0.5 | 20 | 59 |
| MOT17-01-FRCNN | 76.2 | 70.4 | 56.2 | 17 | 2 | 243 | 1,273 | 80.3 | 95.5 | 53.2 | 60.0 | 58.5 | 78.0 | 64.5 | 76.8 | 81.2 | 0.5 | 20 | 59 |
| MOT17-01-SDP | 76.2 | 70.4 | 56.2 | 17 | 2 | 243 | 1,273 | 80.3 | 95.5 | 53.2 | 60.0 | 58.5 | 78.0 | 64.5 | 76.8 | 81.2 | 0.5 | 20 | 59 |
| MOT17-03-DPM | 93.6 | 91.0 | 72.3 | 138 | 1 | 3,527 | 3,146 | 97.0 | 96.6 | 71.4 | 73.5 | 76.6 | 79.9 | 79.3 | 79.0 | 82.7 | 2.4 | 65 | 121 |
| MOT17-03-FRCNN | 93.6 | 91.0 | 72.3 | 138 | 1 | 3,527 | 3,146 | 97.0 | 96.6 | 71.4 | 73.5 | 76.6 | 79.9 | 79.3 | 79.0 | 82.7 | 2.4 | 65 | 121 |
| MOT17-03-SDP | 93.6 | 91.0 | 72.3 | 138 | 1 | 3,527 | 3,146 | 97.0 | 96.6 | 71.4 | 73.5 | 76.6 | 79.9 | 79.3 | 79.0 | 82.7 | 2.4 | 65 | 121 |
| MOT17-06-DPM | 64.9 | 68.2 | 52.1 | 134 | 21 | 1,966 | 2,079 | 82.4 | 83.2 | 49.7 | 55.0 | 69.7 | 58.1 | 66.1 | 66.8 | 80.7 | 1.6 | 88 | 208 |
| MOT17-06-FRCNN | 64.9 | 68.2 | 52.1 | 134 | 21 | 1,966 | 2,079 | 82.4 | 83.2 | 49.7 | 55.0 | 69.7 | 58.1 | 66.1 | 66.8 | 80.7 | 1.6 | 88 | 208 |
| MOT17-06-SDP | 64.9 | 68.2 | 52.1 | 134 | 21 | 1,966 | 2,079 | 82.4 | 83.2 | 49.7 | 55.0 | 69.7 | 58.1 | 66.1 | 66.8 | 80.7 | 1.6 | 88 | 208 |
| MOT17-07-DPM | 76.3 | 68.4 | 55.5 | 34 | 4 | 587 | 3,352 | 80.2 | 95.8 | 50.4 | 61.3 | 54.9 | 75.3 | 65.9 | 78.8 | 83.0 | 1.2 | 64 | 109 |
| MOT17-07-FRCNN | 76.3 | 68.4 | 55.5 | 34 | 4 | 587 | 3,352 | 80.2 | 95.8 | 50.4 | 61.3 | 54.9 | 75.3 | 65.9 | 78.8 | 83.0 | 1.2 | 64 | 109 |
| MOT17-07-SDP | 76.3 | 68.4 | 55.5 | 34 | 4 | 587 | 3,352 | 80.2 | 95.8 | 50.4 | 61.3 | 54.9 | 75.3 | 65.9 | 78.8 | 83.0 | 1.2 | 64 | 109 |
| MOT17-08-DPM | 67.0 | 54.2 | 46.6 | 42 | 7 | 1,825 | 4,955 | 76.5 | 89.9 | 39.6 | 56.4 | 47.4 | 62.7 | 63.2 | 74.2 | 82.5 | 2.9 | 196 | 213 |
| MOT17-08-FRCNN | 67.0 | 54.2 | 46.6 | 42 | 7 | 1,825 | 4,955 | 76.5 | 89.9 | 39.6 | 56.4 | 47.4 | 62.7 | 63.2 | 74.2 | 82.5 | 2.9 | 196 | 213 |
| MOT17-08-SDP | 67.0 | 54.2 | 46.6 | 42 | 7 | 1,825 | 4,955 | 76.5 | 89.9 | 39.6 | 56.4 | 47.4 | 62.7 | 63.2 | 74.2 | 82.5 | 2.9 | 196 | 213 |
| MOT17-12-DPM | 63.8 | 74.0 | 60.8 | 50 | 17 | 1,152 | 1,964 | 77.3 | 85.3 | 65.2 | 56.9 | 73.5 | 76.6 | 66.5 | 73.3 | 85.6 | 1.3 | 24 | 49 |
| MOT17-12-FRCNN | 63.8 | 74.0 | 60.8 | 50 | 17 | 1,152 | 1,964 | 77.3 | 85.3 | 65.2 | 56.9 | 73.5 | 76.6 | 66.5 | 73.3 | 85.6 | 1.3 | 24 | 49 |
| MOT17-12-SDP | 63.8 | 74.0 | 60.8 | 50 | 17 | 1,152 | 1,964 | 77.3 | 85.3 | 65.2 | 56.9 | 73.5 | 76.6 | 66.5 | 73.3 | 85.6 | 1.3 | 24 | 49 |
| MOT17-14-DPM | 63.8 | 73.5 | 55.1 | 77 | 15 | 2,080 | 4,527 | 75.5 | 87.0 | 57.0 | 53.4 | 63.8 | 73.0 | 61.2 | 70.5 | 81.6 | 2.8 | 81 | 193 |
| MOT17-14-FRCNN | 63.8 | 73.5 | 55.1 | 77 | 15 | 2,080 | 4,527 | 75.5 | 87.0 | 57.0 | 53.4 | 63.8 | 73.0 | 61.2 | 70.5 | 81.6 | 2.8 | 81 | 193 |
| MOT17-14-SDP | 63.8 | 73.5 | 55.1 | 77 | 15 | 2,080 | 4,527 | 75.5 | 87.0 | 57.0 | 53.4 | 63.8 | 73.0 | 61.2 | 70.5 | 81.6 | 2.8 | 81 | 193 |
Raw data: