Segmentation_river

Overview

This project utilizes the Yolov8 model to detect areas of rivers, canals, or other bodies of water. The model is designed to identify and segment water bodies from images.

Requirements

• Python version: 3.9.16

Installation

To install the necessary libraries, run the following command:

pip install -r requirements.txt

Running the Model

To execute the model, use the following command:

python segmentation_river.py

Example Output

Area Detection

The following images illustrate the area detection capabilities of the Yolov8 segmentation model:

Edge Detection

The following images show the edge detection results of the Yolov8 segmentation model: