🐏 Sheep Detection Model v2

This repository contains code for a sheep detection model using YOLO v8.

💻 Requirements

GPU: The model requires a GPU to train efficiently. Please ensure that you have access to a GPU before proceeding.
PyTorch Library: Refer to the PyTorch website to install the appropriate version based on your operating system. You can find the installation instructions here: https://pytorch.org/
YOLO Library: You can install the YOLO library by running pip install ultralytics.
yaml file: Give the access directory to the dataset.

📄 Dataset

This model was built using two roboflow universe dataset and annotated videos from our sheep dataset. All of them contained aerial photos of sheeps.

Dataset 1: Aerial Sheep Dataset 2: Sheep Gen4 Dataset 3: Images extracted from videos obtained by drone in Carmejane farm. Videos and annotations available here.

All images from both are organized in train/validation/test directories: