Advances, Systems and Applications
Table 7 Semantic segmentation experiments on the PASCAL2012 dataset
From: RDPNet: a single-path lightweight CNN with re-parameterization for CPU-type edge devices
Method | Backbone | mIoU(\(\%\)) | Latency(s) |
|---|---|---|---|
DeeplabV3+ | MobileNetv2-0.5x | 0.708 | 0.317 |
MobileNetV3-large-0.35x | 0.693 | 0.292 | |
RDPNet-0.75x | 0.721 | 0.237 | |
MobileNetV2-1.0x | 0.711 | 0.379 | |
MobileNetV3-small-1.25x | 0.768 | 0.350 | |
RDPNet-1.25x | 0.782 | 0.276 |