Segmentation

Cityscapes

The models were evaluated on Cityscapes validation set
ModelOutput StrideFull Precision mIoUQuantized mIoUInput Resolution (HxWxC)Params (M)Flops (G)Pretrained ModelSource
fcn8_resnet_v1_18*^3266.6265.551024x1920x311.271.51pretrainedlink
fcn8_resnet_v1_221668.1167.061024x1920x315.12150.04pretrainedinternal
fcn16_resnet_v1_183265.5464.221024x1920x311.1971.26pretrainedlink
fcn16_resnet_v1_18_8_classes3276.0475.311024x1920x311.1871.19pretrainedlink

* Dilation applied
^ networks available in TAPPAS

COCO

The model was evaluated on the 5K validation set from COCO 2017
ModelOutput StrideFull Precision mIoUQuantized mIoUInput Resolution (HxWxC)Params (M)Flops (G)Source
fcn16_resnet_v1_18*3270.38369.683480x640x111.1710.64internal

* The model contains only Person class