基于改进SegFormer的太阳能电池缺陷分割模型

罗伟,颜作涛,关佳浩,韩建

Solar cell defect segmentation model based on improved SegFormer

Wei LUO,Zuotao YAN,Jiahao GUAN,Jian HAN

表 4 堆叠策略对性能和延迟的影响

Tab.4 Impact of stacking strategies on performance and latency

堆叠策略 FLOPs/G Params/M MIoU/% T/(张·s−1) MSM+MSM+ MSM+MSA 103.2 69.8 66.90 503.6 MSM+MSM+ MSA+MSA 102.0 66.5 67.00 525.0 MSM+MSA+ MSA+MSA 100.7 65.9 66.30 539.0 MSM+MIX+MSA+ MSA 102.6 68.1 66.80 518.9 MSM+MSM+ MIX+MSA 102.6 68.2 67.60 519.2