Small UAV Detection on Det-Fly
90.9mAP@50Context-Aware
Evaluation Results
| Method | Links | |
|---|---|---|
| Context-AwareAugmentation Details=Mosaic + HSV Adaptation, Param (M)=~2.6, GFLOPs=6.32026.04 | 90.9 | |
| Pixel-Level AugAugmentation Details=Spatial & Photometric Transforms, Param (M)=~2.6, GFLOPs=6.32026.04 | 86.3 | |
| Heavy Instance-AugAugmentation Details=Copy-Paste + Global Distortions, Param (M)=~2.6, GFLOPs=6.32026.04 | 84.2 | |
| Instance-AwareAugmentation Details=Copy-Paste + Scale Jittering, Param (M)=~2.6, GFLOPs=6.32026.04 | 84.1 | |
| BaselineAugmentation Details=None, Param (M)=~2.6, GFLOPs=6.32026.04 | 82.6 | |
| Global MixingAugmentation Details=MixUp (P=0.1), Param (M)=~2.6, GFLOPs=6.32026.04 | 81.9 |