competition url: https://www.datafountain.cn/competitions/366

best score for MIOU: 0.23*2

prerequirements:

• python=3.6
• pytorch==1.1.0
• scipy==1.1.0
• scikit-image

for train

• download pretarined model to model/
• pretrained xception model url: https://drive.google.com/open?id=1_j_mE07tiV24xXOJw4XDze0-a0NAhNVi

cd experiment/deeplabv3+
python train.py

for test

cd experiment/deeplabv3+
python test.py

Note

for the detection part, please refer to my teammate's git repo:

https://github.com/zhengye1995/datafountain_siweituxin_autodriver_det