This repository contains a project focused on leveraging YOLOv8 for self-supervised learning (SSL) using SimCLR principles and fine-tuning it on a labeled dataset. The project includes SSL training, fine-tuning, supervised training, and detailed evaluation tools to compare the benefits of SSL-pretrained backbones