Table 3. Statistics of detected pedestrian number by YOLO and YOLOtiled method.
Webcam | ||||
---|---|---|---|---|
Wawel Castle | All Saints’ Square | Grodzka | Podgorze Market Square | |
max(YOLOtiled − YOLO) | 15 | 50 | 49 | 24 |
mean(YOLOtiled − YOLO) | 0.36 | 5.70 | 4.43 | 0.33 |
max(YOLO − YOLOtiled) | 12 | 12 | 5 | 7 |
max(YOLOtiled) | 16 | 80 | 58 | 34 |
mean(YOLOtiled) | 0.5 | 16.6 | 7.0 | 0.9 |
sum(YOLO) | 4,064 | 369,497 | 86,538 | 17,642 |
sum(YOLOtiled) | 16,367 | 562,122 | 236,252 | 28,749 |
Detection difference (%) | +302 | +52 | +173 | +63 |