Table 1 Comparison of bird detection methods.
From: A bird target detection model designed for substation scenarios
Method | Advantages | Limitations |
|---|---|---|
Improved Faster R-CNN11 | High detection accuracy | High computational complexity |
Improved YOLOv312 | High detection speed | Low accuracy in detecting small targets in complex backgrounds |
Improved YOLOv513 | Strong feature extraction capabilities | Low generalisation capabilities |
Getting the bugs out of AI14 | Separating foreground objects and background elements | High false positive rate |
