EasyCV/docs/source/model_zoo_seg.md

2.1 KiB

Segmentation Model Zoo

FCN

Pretrained on Pascal VOC 2012 + Aug.

Algorithm Config Params
(backbone/total)
inference time(V100)
(ms/img)
mIoU Download
fcn_r50_d8 fcn_r50-d8_512x512_8xb4_60e_voc12aug 23M/49M 166ms 69.01 model - log

UperNet

Pretrained on Pascal VOC 2012 + Aug.

Algorithm Config Params
(backbone/total)
inference time(V100)
(ms/img)
mIoU Download
upernet_r50 upernet_r50_512x512_8xb4_60e_voc12aug 23M/66M 282.9ms 76.59 model - log