Study on the Segmentation Method of the Improved DeepLabv3+ Algorithm in the Basketball Scene

Table 2

Segmentation accuracy comparison of different models on the basketball dataset.

Network model	MPA	MIoU/%	Time/FPS
FCN	92.1	62.7	7.6
SegNet	92.6	69.2	9.1
DeepLabv3+	92.7	82.6	5.8
Serial CBAM	93.6	83.7	5.6
Parallel CBAM	94.3	84.5	5.6