Wizaron/reseg-pytorch

PyTorch Implementation of ReSeg (https://arxiv.org/pdf/1511.07053.pdf)

Implementation of ReSeg using PyTorch

• ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation
• Pascal-Part Annotations
• Pascal VOC 2010 Dataset

Setup

• Clone this repository : git clone --recursive https://github.com/Wizaron/reseg-pytorch.git
• Download Pascal-Part Annotations and Pascal VOC 2010 Dataset to "reseg-pytorch/data/raw" then extract tar files.
• Go to the "reseg-pytorch/code/pytorch" : cd reseg-pytorch/code/pytorch
• Download and install Anaconda or Miniconda
• Create environment : conda env create -f pytorch_conda_environment.yml