Semantic Segmentation Experiments

These are all the experiments conducted for the Chapter 2 of my Phd Thesis.

In order to reproduce this you need uv. You need can install it by running:

bash

curl -LsSf https://astral.sh/uv/install.sh | sh

If using Windows, refer to the uv Installation Guide.

Splitters Folder

Contains the code to split the datasets into train, validation and test sets. To understand how it works refer to the README file in the splitters Folder.

Config Files Folder

Contains the YAML files used to configure each experiment. The files are organized into v* files, with each file corresponding to a different experiment version. For details on the configuration structure and how to use these files, refer to the README in the config_files folder.

src Folder

This contains the code to Create Hugging Face Datasets and for model Training. More details of this code can be found in the README file in the src Folder.

This is a highly experimental Repo yet. Do not expect anything to work out of the box. I will be updating it as I go along with the experiments.

A lot of honest work here... A long way to go yet...