semantic-segmentation-codebase

Here is a pytorch codebase for semantic segmentation experiments.

Installation

• Download the repository.

  git clone https://github.com/YudeWang/semantic-segmentation-codebase.git

• Install python dependencies.

  pip install -r requirements.txt

• Create softlink to your dataset. Make sure that the dataset can be accessed by $your_dataset_path/VOCdevkit/VOC2012...

  ln -s $your_dataset_path data

Experiments

Our experiments are placed in .experiment/ and here are some implementations:

• DeepLabv3+ on VOC2012 dataset. link
• DeepLabv1 retrain on SEAM pseudo labels. link
• Coming soon...