README.md

YOLOv8-TO (WORK IN PROGRESS)

Code for the article "From Density to Geometry: YOLOv8 Instance Segmentation for Reverse Engineering of Optimized Structures"

Table of Contents

• Overview
• Reference
• Installation
  • Prerequisites
  • Installing
• Datasets

Overview

Brief description of what the project does and the problem it solves. Include a link or reference to the original article that inspired or is associated with this implementation.

Reference

This code aims to reproduce the results presented in the research article:

Author(s). (Year). Title. Journal, Volume(Issue), Pages. DOI

Installation

Prerequisites

This package comes with a fork of the ultralytics package in the yolov8-to directory. The fork is necessary to add the functionality of the design variables regression.

Installing

git clone https://github.com/COSIM-Lab/YOLOv8-TO.git
cd YOLOv8-TO
pip install -e .

Datasets

Links to the dataset on HuggingFace:

• YOLOv8-TO_Data