DANet_PyTorch
基于ResNet-152的DANet网络
Stars
18
Ecosystems:
Python
DANet_PyTorch
A Pytorch implementation of Dual Attention Network for Scene Segmentation
- : Python3.6, Pytorch1.0, OpenCV, Numpy
- DANet_ResNet: danet.py, attention.py, danet_res152.py, train_dan_res.py
- DANet_deeplabv3: danet.py, attention.py, deeplabv3_danet.py, train_v3_danet.py
- label
- 320 x 320label
- danet.py: DANet
- attention.py: pamcam
- danet_res152.py: resnet152danetaspp
- deeplabv3_danet.py: danetdeeplabv3aspp
- MyData.py:
- train_danet_res.py:
- predict_gray.py:
- MIoU.py:
- predict.py:
| & | Acc | MIoU | Kappa | ||||
|---|---|---|---|---|---|---|---|
| Danet0408 | 0.9294 | 0.6762 | 0.7347 | 0.9818 | 0.5991 | 0.8409 | 0.4458 |
| Danet0420 | 0.9497 | 0.7611 | 0.8276 | 0.9732 | 0.8232 | 0.9101 | 0.6559 |
-
ResNet152DANetdanetdeeplabv3aspp
-
danetdeeplabv3aspp
