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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...