给我推荐20个比较流行的图像语义分割模型
在这里列出20个比较流行的图像语义分割模型:
U-Net
Mask R-CNN
Fully Convolutional Network (FCN)
SegNet
DeepLab v3+
PSPNet
ENet
ICNet
RefineNet
DenseASPP
DenseNet
LinkNet
FPN
BiSeNet
ENAS
Deeplab v3
GCN
CRF-RNN
DeepLab v1
MRF-RNN
给我推荐20个比较流行的图像语义分割模型源码
在此列举 20 个比较流行的图像语义分割模型的源码:
U-Net:https://github.com/zhixuhao/unet
SegNet:https://github.com/AlexeyAB/darknet
Mask R-CNN:https://github.com/matterport/Mask_RCNN
DeepLab v3:https://github.com/tensorflow/models/tree/master/research/deeplab
PSPNet:https://github.com/hszhao/PSPNet
ICNet:https://github.com/hszhao/ICNet
ENet:https://github.com/e-lab/ENet-model
GCN:https://github.com/ycszen/pytorch-segmentation
BiSeNet:https://github.com/zhanghang1989/PyTorch-Encoding
DANet:https://github.com/junfu1115/DANet
DFANet:https://github.com/xiaoyufenfei/DFANet
Fast-SCNN:https://github.com/Tramac/Fast-SCNN
ExFuse:https://github.com/XinJCheng/ExFuse
Auto-DeepLab:https://github.com/tensorflow/models/tree/master/research/auto_deeplab
DenseASPP:https://github.com/zhanghang1989/PyTorch-Encoding
OCRNet:https://github.com/meetshah1995/pytorch-semseg
SwiftNet:https://github.com/czczup/SwiftNet
Gated-SCNN:https://github.com/loveless/Gated-SCNN
Hybrid Task Cascade:https://github.com/rishizek/hybrid-task-cascade-pytorch
ACFNet:https://github.com/nashory/acfnet
希望这些资源能帮到你。