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# 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](#overview)
- [Reference](#reference)
- [Installation](#installation)
- [Prerequisites](#prerequisites)
- [Installing](#installing)
- [Datasets](#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
```bash
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](https://huggingface.co/datasets/tomrb/yolov8to_data)
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