---
license: mit
datasets:
- cvdl/oxford-pets
tags:
- code
---

# Math 443 Final Project Models
This project contains image learning models for group 4's final project for UW-Madison's Math 443: Applied Linear Algebra.
There are two main directories in this project, `oxford-pets` and `cityscapes`.
Each repository contains the models trained on those datasets respectively.

# Oxford Pets
`oxford-pets` contains two models for the dataset, the image classifier and image masker.
The ensemble model of these two is roughly a single-object segmentation model.
These were trained from random weights, and gave decent results.

# CityScapes
`cityscapes` contains a single model for making instance segmentation predictions on the CityScapes images.
The model was fine-tuned from the torchvision Mask R-CNN w/ ResNet50 backbone.