/DeepLab-v3_plus_PyTorch

FCN, DeepLab V3+ for lane segmentation in PyTorch

Primary LanguagePython

Lane_Segmentation

FCN, DeepLab V3+, U-Net for lane segmentation in PyTorch.

News

  • [3/15/2020]Implemented Deformable Convolution

    • Dataset & Training

    To train the network, one can use competition data set. Firstly, Downloading it. The Dataset with 21914 images, the number of training, validation and test sets is 15339,2192,4383 respectively.

    Then, run to train:

    python train.py

    Evaluation

    Run:

    python test.py

    Show

    Test image