Object Detection through Modified YOLO Neural Network

Table 3

Pascal VOC 2007 test results.

VOC 2007	The modified YOLOv1	VOC 2007	The modified YOLOv1
Aero	77.9	Table	51.2
Bike	77.6	Dog	81.9
Bird	63.7	Horse	77.5
Boat	47.6	M-bike	78.7
Bottle	44.8	Person	68.6
Bus	70.7	Plant	37.1
Car	68.9	Sheep	71.8
Cat	85.3	Sofa	58.4
Chair	42.2	Train	71.0
Cow	71.9	Tv	64.6
Average recognition rate			65.6