awesome-semantic-segmentation-pytorch
Segmentation toolkit
Provides a reference implementation for semantic segmentation models using PyTorch.
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
3k stars
42 watching
586 forks
Language: Python
last commit: almost 2 years ago
Linked from 2 awesome lists
pytorchsemantic-segmentation
Semantic Segmentation on PyTorch / Support | |||
| FCN | |||
| ENet | |||
| PSPNet | |||
| ICNet | |||
| DeepLabv3 | |||
| DeepLabv3+ | |||
| DenseASPP | |||
| EncNet | |||
| BiSeNet | |||
| PSANet | |||
| DANet | |||
| OCNet | |||
| CGNet | |||
| ESPNetv2 | |||
| DUNet(DUpsampling) | |||
| FastFCN(JPU) | |||
| LEDNet | |||
| Fast-SCNN | 381 | over 2 years ago | |
| LightSeg | 356 | about 4 years ago | |
| DFANet | |||
| VOC2012 | |||
| VOCAug | |||
| ADK20K | |||
| Cityscapes | |||
| COCO | |||
| SBU-shadow | |||
| LIP(Look into Person) | |||
Semantic Segmentation on PyTorch / To Do | |||
| Why SyncBN? | fix syncbn ( ) | ||
| How DIST? | add distributed ( ) | ||
Semantic Segmentation on PyTorch / References | |||
| PyTorch-Encoding | 2,041 | 6 months ago | |
| maskrcnn-benchmark | 9,303 | almost 2 years ago | |
| gloun-cv | 5,833 | 7 months ago | |
| imagenet | 22,428 | 13 days ago | |
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