Small UAV Detection on DvB
68mAP@50Context-Aware
Evaluation Results
| Method | Links | |
|---|---|---|
| Context-AwareAugmentation Details=Mosaic + HSV Adaptation, Param (M)=~2.6, GFLOPs=6.32026.04 | 68 | |
| Pixel-Level AugAugmentation Details=Spatial & Photometric Transforms, Param (M)=~2.6, GFLOPs=6.32026.04 | 63.7 | |
| Heavy Instance-AugAugmentation Details=Copy-Paste + Global Distortions, Param (M)=~2.6, GFLOPs=6.32026.04 | 61.8 | |
| Instance-AwareAugmentation Details=Copy-Paste + Scale Jittering, Param (M)=~2.6, GFLOPs=6.32026.04 | 52.5 | |
| BaselineAugmentation Details=None, Param (M)=~2.6, GFLOPs=6.32026.04 | 50.6 | |
| Global MixingAugmentation Details=MixUp (P=0.1), Param (M)=~2.6, GFLOPs=6.32026.04 | 47.8 |