- Submitted by
- Stephan Richter
- Authors
- Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross Girshick
- Venue
- ICCV 2017
- Abstract
- Mask R-CNN trained on COCO only. It has _not_ been trained on VIPER.
- Runtime
- 200 ms
- External data used
- COCO
- Links
-
- Number of submissions
- 1
- Detailed results
-
| Class |
AP (day) |
AP (sunset) |
AP (rain) |
AP (snow) |
AP (night) |
AP (mean) |
| Trafficlight | 11.1 | 7.9 | 10.3 | 18.6 | 0.9 | 9.8 |
| Firehydrant | 9.6 | 9.0 | 10.8 | 14.1 | 3.3 | 9.4 |
| Chair | 0.2 | 0.0 | 0.1 | 0.1 | 0.0 | 0.1 |
| Trashcan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Person | 13.6 | 7.3 | 3.8 | 10.4 | 0.2 | 7.1 |
| Motorcycle | 15.6 | 9.6 | 9.3 | 12.5 | 1.4 | 9.7 |
| Car | 17.9 | 15.5 | 17.4 | 20.0 | 1.8 | 14.5 |
| Van | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Bus | 6.4 | 5.5 | 14.9 | 2.6 | 0.0 | 5.9 |
| Truck | 10.4 | 5.1 | 9.7 | 9.0 | 7.7 | 8.4 |
| Mean | 8.5 | 6.0 | 7.6 | 8.7 | 1.5 | 6.5 |
| Class |
AP50 (day) |
AP50 (sunset) |
AP50 (rain) |
AP50 (snow) |
AP50 (night) |
AP50 (mean) |
| Trafficlight | 27.8 | 20.2 | 24.4 | 38.9 | 2.3 | 22.7 |
| Firehydrant | 21.4 | 16.5 | 21.8 | 23.3 | 5.4 | 17.7 |
| Chair | 0.8 | 0.1 | 0.2 | 0.6 | 0.0 | 0.3 |
| Trashcan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Person | 36.0 | 21.9 | 10.0 | 29.0 | 0.8 | 19.5 |
| Motorcycle | 33.8 | 23.6 | 30.9 | 31.5 | 5.9 | 25.1 |
| Car | 38.8 | 34.2 | 36.4 | 36.9 | 3.7 | 30.0 |
| Van | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Bus | 11.3 | 7.9 | 19.5 | 4.6 | 0.0 | 8.7 |
| Truck | 18.4 | 9.1 | 16.0 | 13.2 | 11.4 | 13.6 |
| Mean | 18.8 | 13.3 | 15.9 | 17.8 | 3.0 | 13.8 |