From: On development of security monitoring system via wireless sensing network
Box generation | 1 | 2 | 3 | 4 | 5 | 6 | Sum of boxes | Average IOU % |
---|---|---|---|---|---|---|---|---|
Faster R-CNN 256a | - | - | - | - | - | 256×9 | 2306 | 33.9 |
Faster R-CNN 512b | - | - | - | - | - | 512×9 | 4608 | 37.7 |
SSD | 38×38×6 | 19×19×6 | 10×10×6 | 5×5×6 | 3×3×6 | 1×1×6 | 11640 | 54.9 |
YOLO prior box | - | - | - | - | - | 14×14×9 | 1764 | 66.9 |
Our model SSE c | 38×38×3 | 19×19×3 | 10×10×6 | 5×5×6 | 3×3×9 | 1×1×9 | 5955 | 67.5 |
Our model IoU d | 38×38×3 | 19×19×3 | 10×10×6 | 5×5×6 | 3×3×9 | 1×1×9 | 5955 | 69.7 |