FaceInCake / 4740_Project_GCN

Something to do with Math I think

4740 Project

This is a project for UWindsor's 4740

This project is a Graph based convolutional using super pixels to attempt varing tasks like classification/segmentation/detection/etc...

Setup

Python

You need to install Python of at least 3.11

Jupyter Notebook

Personally, I just use the extension on VScode, and that is what I reccommend

venv

venv comes with Python, but you'll want to remember to Selec the venv as the Notebooks Kernel and to run any terminal commands from within the environment

Additional Data!

As you may guess I cant just shove an entire data set into a repo, you'll need:

• The COCO '2017 Train Images'
  • Place them into Data/train2017
• The COCO '2017 Val Images'
  • Place them into Data/val2017
• The COCO '2017 Test Images'
  • Place them into Data/test2017
• A 'Objects_train.csv' file of parsed annotations, which you can download with the link
  • Place it into ParsedAnnotations
• A 'Segmentations_train.json' file of parsed annotations, which you can download with the link
  • Place it into ParsedAnnotations