Small UAV Detection on DUT-AntiUAV
86.9mAP@50Context-Aware
Evaluation Results
| Method | Links | |
|---|---|---|
| Context-AwareAugmentation Details=Mosaic + HSV Adaptation, Param (M)=~2.6, GFLOPs=6.32026.04 | 86.9 | |
| Pixel-Level AugAugmentation Details=Spatial & Photometric Transforms, Param (M)=~2.6, GFLOPs=6.32026.04 | 85.8 | |
| Heavy Instance-AugAugmentation Details=Copy-Paste + Global Distortions, Param (M)=~2.6, GFLOPs=6.32026.04 | 85.2 | |
| BaselineAugmentation Details=None, Param (M)=~2.6, GFLOPs=6.32026.04 | 79.9 | |
| Global MixingAugmentation Details=MixUp (P=0.1), Param (M)=~2.6, GFLOPs=6.32026.04 | 78.7 | |
| Instance-AwareAugmentation Details=Copy-Paste + Scale Jittering, Param (M)=~2.6, GFLOPs=6.32026.04 | 78.3 |