HRNetV2-W18-SMALL-v2 Support in HumanSeg?
Created by: InternetMaster1
- HumanSeg
I noticed that HumanSeg uses HRNetV2-W18-SMALL-v1.
Is it possible to use HRNetV2-W18-SMALL-v2 in the HumanSeg branch? @LutaoChu
- My Requirement
I am looking to implement lightweight semantic segmentation on a mobile device for highly accurate human cutouts (full body, not just portrait). I am looking for segmentation of images, rather than video. What would you recommend?
- PaddleSeg
I noticed that the Model Zoo for PaddleSeg mentions HRNet_W18 / bn.
Is this HRNetV2-W18-SMALL-v2?
| model | Data collection | download link | Output Stride | mutli-scale test | mIoU on val |
|---|---|---|---|---|---|
| HRNet_W18 / bn | Cityscapes | hrnet_w18_bn_cityscapes.tgz | 4 | false | 0.7936 |
In another Issue https://github.com/PaddlePaddle/PaddleSeg/issues/245, there is discussion on HRNet_W18 but I am unable to get clarity about the exact version.