inception-resnet-v2 based segmentation DNNs

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

code

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

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)