Real Time Animal Detection using AI & Raspberry Pi

📌 Introduction

In this project, we have developed a real-time AI-based Animal Detection System using Raspberry Pi and YOLOv8. This system uses Computer Vision and Deep Learning techniques to detect and identify animals through a USB camera.

With the help of this project, users can monitor surroundings and automatically detect animals such as dogs, cats, cows, horses, elephants, zebras, and more. It is a simple yet powerful implementation of AI on embedded systems.

🎯 Objective

The main objective of this project is to:

Build a real-time animal detection system
Implement AI (Artificial Intelligence) on Raspberry Pi
Use YOLOv8 (You Only Look Once) for fast object detection
Demonstrate a practical application of Computer Vision

🧠 Technology Used

This project is based on:

Artificial Intelligence (AI)
Machine Learning (ML)
Deep Learning (YOLOv8)
Computer Vision
Python Programming

The YOLOv8 model is pre-trained on the COCO dataset, which allows it to recognize multiple animal classes efficiently.

🧰 Hardware Requirements

Raspberry Pi 4
USB Camera / Webcam
MicroSD Card (32GB or higher recommended)
Power Supply

💻 Software Requirements

Python 3
OpenCV
Ultralytics YOLOv8
NumPy

⚙️ Working Principle

The system works in the following steps:

The USB camera captures real-time video frames.
Each frame is processed using the YOLOv8 model.
The model detects objects and identifies animal classes.
If an animal is detected, a bounding box and label are displayed on the screen.
The system continues processing frames in real time.

🐾 Animals Detected

The system can detect the following animals:

Dog
Cat
Cow
Horse
Sheep
Elephant
Bear
Zebra
Giraffe
Bird

📸 Output

Real-time video with bounding boxes
Animal name displayed with confidence score
Continuous live detection

⚡ Features

Real-time detection
Lightweight model (YOLOv8n)
Easy to implement
Works on Raspberry Pi
Uses AI and Deep Learning

🌍 Applications

This system can be used in various real-world applications:

Animal monitoring system
Smart surveillance system
Farm safety and livestock monitoring
Wildlife observation
Educational AI projects

Project Code:

Download project code from below button.
If you want to understand code explanations then please watch YouTube video.

Click Here To Download Project Code

YouTube Video :

If you want to understand how to connect hardware with Raspberry Pi,
And Program explanation for this project,
And how to do this project by yourself then please watch our YouTube video

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