LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation

Benchmark Model Rank Results
real-time-semantic-segmentation-on-cityscapes-1LiteSeg-MobileNet#24mIoU: 67.8%
semantic-segmentation-on-cityscapesLightSeg-DarkNet19#69Mean IoU (class): 70.75%Category mIoU: 88.29
semantic-segmentation-on-cityscapesLightSeg-MobileNet#77Mean IoU (class): 67.81%Category mIoU: 86.79
semantic-segmentation-on-cityscapesLiteSeg-MobileNet#78Mean IoU (class): 67.81%
semantic-segmentation-on-cityscapesLightSeg-ShuffleNet#88Mean IoU (class): 65.17%Category mIoU: 85.39
semantic-segmentation-on-cityscapesLiteSeg-ShuffleNet#89Mean IoU (class): 65.17%