This repository holds definitions for semantic segmentation DNNs based on the inception-resnet-v2 architecture.
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PD-IR2
doc
README.md

README.md

inception-resnet-v2 based segmentation DNNs

This repository holds definitions for semantic segmentation DNNs based on the inception-resnet-v2 architecture.

code

IoU evaluation on cityscapes

Model runtime Average road sidewalk building wall fence pole trafficlight trafficsign vegetation terrain sky person rider car truck bus train motorcycle bicycle
PD-IR2 0.69s 67.29 97.88 81.87 90.18 39.54 47.74 54.78 58.12 69.89 91.30 70.38 94.36 76.97 51.90 92.86 40.69 54.27 55.22 45.52 65.13

architecture

pruned & dilated inception-resnet-v2 (PD-IR2)
pruned & dilated inception-resnet-v2 (PD-IR2)