Weighted Mask R-CNN for Improving Adjacent Boundary Segmentation

Table 3

Comparison of the performance of object detection between Mask R-CNN and weighted Mask R-CNN in algae and cell membrane images.

	Mask R-CNN		Weighted Mask R-CNN
	Algae	Cell membrane	Algae	Cell membrane
mAP50	0.862	0.899	0.925	0.945
mAP75	0.688	0.796	0.786	0.852
mAP	0.603	0.625	0.673	0.677
Recall50	0.945	0.970	0.964	0.986
Recall75	0.785	0.867	0.843	0.908
Recall	0.699	0.704	0.734	0.739
mIoU	0.801	0.579	0.845	0.636