YLHDv2: YOLO9000: Better, Faster, Stronger
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Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Rendering of new sequences is currently deactivated due to heavy load.
Benchmark:
MOT17Det |
Short name:
YLHDv2
Description:
YOLO9000: Better, Faster, Stronger
Reference:
https://arxiv.org/abs/1612.08242
Last submitted:
December 05, 2017 (6 years ago)
Published:
November 16, 2018 at 08:21:00 CET
Submissions:
2
Project page / code:
Open source:
No
Hardware:
JetsonTX2
Runtime:
11.8 Hz
Benchmark performance:
| Sequence | AP | MODA | MODP | FAF | TP | FP | FN | Rcll | Prcn | F1 |
| MOT17Det | 0.46 | 56.9 | 73.2 | 2.5 | 80,093 | 14,938 | 34,471 | 69.9 | 84.3 | 76.4 |
Detailed performance:
| Sequence | AP | MODA | MODP | FAF | TP | FP | FN | Rcll | Prcn | F1 |
| MOT17-01 | 0.45 | 46.4 | 72.0 | 1.3 | 2,538 | 605 | 1,628 | 60.9 | 80.8 | 69.4 |
| MOT17-03 | 0.62 | 67.3 | 72.1 | 6.6 | 55,774 | 9,926 | 12,348 | 81.9 | 84.9 | 83.4 |
| MOT17-06 | 0.53 | 50.1 | 73.9 | 1.0 | 5,579 | 1,197 | 3,170 | 63.8 | 82.3 | 71.9 |
| MOT17-07 | 0.40 | 37.7 | 76.3 | 1.3 | 4,139 | 648 | 5,121 | 44.7 | 86.5 | 58.9 |
| MOT17-08 | 0.66 | 61.0 | 80.5 | 1.3 | 4,291 | 784 | 1,454 | 74.7 | 84.6 | 79.3 |
| MOT17-12 | 0.45 | 45.2 | 78.8 | 1.0 | 3,312 | 876 | 2,082 | 61.4 | 79.1 | 69.1 |
| MOT17-14 | 0.31 | 27.1 | 72.3 | 1.2 | 4,460 | 902 | 8,668 | 34.0 | 83.2 | 48.2 |
Raw data:
