U2-Net

GPTKB entity

Statements (26)
Predicate Object
gptkbp:instanceOf gptkb:model
gptkbp:application image segmentation
background removal
foreground extraction
gptkbp:architecture U-Net variant
gptkbp:citation high (1000+)
gptkbp:designedFor salient object detection
gptkbp:developedBy Chenyang Huang
Martin Jagersand
Masood Dehghan
Osman Semih Abdurrahman
Xuebin Qin
Zichen Zhang
https://www.w3.org/2000/01/rdf-schema#label U2-Net
gptkbp:input gptkb:illustrator
gptkbp:license gptkb:MIT_License
gptkbp:notableFeature deep supervision
nested U-structure
gptkbp:openSource yes
gptkbp:output saliency map
gptkbp:platform gptkb:PyTorch
gptkbp:publicationYear 2020
gptkbp:publishedIn gptkb:Pattern_Recognition
gptkbp:repository https://github.com/xuebinqin/U-2-Net
gptkbp:bfsParent gptkb:UNet_architecture
gptkbp:bfsLayer 7