Object Detection through Modified YOLO Neural Network

Table 4

Pascal VOC 2012 test results.

VOC 2012	The modified YOLOv1	VOC 2012	The modified YOLOv1
Aero	76.1	Table	49.1
Bike	67.8	Dog	80.3
Bird	58.0	Horse	72.7
Boat	39.9	M-bike	71.9
Bottle	24.2	Person	64.2
Bus	68.9	Plant	29.0
Car	57.6	Sheep	54.5
Cat	82.5	Sofa	55.2
Chair	36.3	Train	73.9
Cow	61.1	Tv	51.7
Average recognition rate			58.7