Fast-SCNN: Fast Semantic Segmentation Network

The encoder-decoder framework is state-of-the-art for offline semantic image segmentation. Since the rise in autonomous systems, real-time computation is increasingly desirable... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Semantic Segmentation Cityscapes test Fast-SCNN Mean IoU (class) 68% # 51
Semantic Segmentation Cityscapes val Fast-SCNN + Coarse + ImageNet mIoU 69.19% # 22

Methods used in the Paper


METHOD TYPE
🤖 No Methods Found Help the community by adding them if they're not listed; e.g. Deep Residual Learning for Image Recognition uses ResNet