Faster R-CNN Algorithm for Detection of Plastic Garbage in the Ocean: A Case for Turtle Preservation

Table 1

Object detection results on aerial images collected by drone [20].

No.	Method	Car	Cat	Dog	Person	mAP
1	Yolo	87.2	100.0	81.0	88.7	79.4
2	SSD 300	100.0	100.0	66.7	92.9	21.6
3	SSD 500	93.2	100.0	69.6	81.7	82.6
4	Faster R-CNN	89.7	100.0	77.3	81.7	83.9