Spatial Structure Constraints for Weakly Supervised Semantic Segmentation

Introduction

This is the source code for our paper Spatial Structure Constraints for Weakly Supervised Semantic Segmentation

Network Architecture

The architecture of our proposed approach is as follows

Installation

• Install PyTorch 1.7 with Python 3 and CUDA 11.3

• Clone this repo

git clone https://github.com/NUST-Machine-Intelligence-Laboratory/SSC.git

Download PASCAL VOC 2012

• Download PASCAL VOC 2012
• Download Superpixel

Training

• Run run_sample.py (You can either mannually edit the file, or specify commandline arguments.)

python run_sample.py