Object Detection on RGB-NIR Dataset
82.8Detection mAPRGB-NIR image fusion method
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RGB-NIR image fusion methodDetector=YOLO2024.11 | 82.8 | 50.9 | 68.8 | 73.4 | 68.7 | |
| BayesianDetector=YOLO2024.11 | 77.3 | 48.5 | 64.1 | 66.1 | 64.7 | |
| AdaptiveDetector=YOLO2024.11 | 76.2 | 47.3 | 63 | 66.5 | 63.2 | |
| RGBDetector=YOLO2024.11 | 75.6 | 49.4 | 62.3 | 64.2 | 63.1 | |
| YCrCbDetector=YOLO2024.11 | 74.5 | 47.9 | 59.6 | 65.1 | 59 | |
| HSV (our baseline)Detector=YOLO2024.11 | 74.4 | 46.4 | 61.2 | 64.9 | 60.8 | |
| VGG-NIRDetector=YOLO2024.11 | 72.6 | 44.9 | 57.3 | 58.8 | 59 | |
| NIRDetector=YOLO2024.11 | 70.3 | 44.5 | 55.8 | 61.7 | 55.1 | |
| DarkVisionDetector=YOLO2024.11 | 57.1 | 35.1 | 46.5 | 50.4 | 46.6 |