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Monitoring The Movements of Wild Animals and Alert System Using Deep Learning Algorithm

This document describes a project that uses deep learning and an Arduino system to monitor wildlife on roads and alert drivers. A camera detects animals like dogs, cats, elephants and sheep using the YOLO detection algorithm in Python. When an animal is identified, the Arduino plays an alert sound and slows a connected motor to warn drivers. The system is intended to reduce wildlife vehicle collisions while allowing animals to roam freely on roads.

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Bhanu Prakash Bandi
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270 views5 pages

Monitoring The Movements of Wild Animals and Alert System Using Deep Learning Algorithm

This document describes a project that uses deep learning and an Arduino system to monitor wildlife on roads and alert drivers. A camera detects animals like dogs, cats, elephants and sheep using the YOLO detection algorithm in Python. When an animal is identified, the Arduino plays an alert sound and slows a connected motor to warn drivers. The system is intended to reduce wildlife vehicle collisions while allowing animals to roam freely on roads.

Uploaded by

Bhanu Prakash Bandi
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
Available Formats
Download as DOCX, PDF, TXT or read online on Scribd
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Domain: Embedded System

Technology:

MONITORING THE MOVEMENTS OF WILD ANIMALS AND


ALERT SYSTEM USING DEEP LEARNING ALGORITHM

Abstract:

Though the actions were taken to reduce road accidents, still some sudden incidents which
causing the death of animals roaming on roads. We can’t completely avoid the situation of not
letting animals to freely roam on roads. But we can alert people when such incidents happen.
With the help of YOLO technique the animals that roaming on roads can be identified and the
system will makes the motor to run slowly along with voice alerts.

In the proposed work, we will be working on identifying four animals (dog, cat, elephant and
sheep). Camera module is used for object detection, which is connected to the laptop where
python coding is integrated. The system can classify animals that we mentioned.

Keywords: Arduino, Speed Control, YOLO, Python, Voice Alert.

Web: www.takeoffprojects.com Further Details Contact: 08772261612


Email: info@takeoffprojects.com +91-9030333433
Domain: Embedded System
Technology:

Existing System:

• In existing System we detect the objects by using ultrasonic sensors, IR sensors, and .etc.

• This gives a false alert even another vehicle is present there.

DRAWBACKS:

• Not Accurate.

• To overcome the disadvantages of this system we are moving to proposed system.

Proposed System:

We have followed a low-cost approach to identify the animal identification. With the help of
Python Development tool, the system will identify the animal (cat, dog, elephant and sheep) and
the same will be transmitted to Arduino system. Once the data received, voice will be played to
alert the driver along with it, the motor which is connected at the output of Arduino will slows
down.

Web: www.takeoffprojects.com Further Details Contact: 08772261612


Email: info@takeoffprojects.com +91-9030333433
Domain: Embedded System
Technology:

Block Diagram:

Power Supply

Webcam Laptop

Voice Module Speaker


Arduino

Motor Driver DC Motor

Hardware Requirements:

 Arduino
 Web Camera
 Voice Module
 Speaker
 Motor Driver Module
 DC Motor
 Power Supply Board
 12V 1A Adapter

Software Requirements:

Web: www.takeoffprojects.com Further Details Contact: 08772261612


Email: info@takeoffprojects.com +91-9030333433
Domain: Embedded System
Technology:
 Python IDLE
 Arduino IDE
 Embedded C

Advantages:

 Highly Efficient
 High accuracy
 Automatic process
 Safety

Applications:

 On Highways

Learning outcomes

 Arduino pin diagram and architecture


 Setting up and installation procedure for Arduino IDE and Python3 IDLE
 Commands in Python
 Basic coding in Python
 Basic coding in Arduino IDE
 Working of Motor Driver
 How to interface Motor Driver with Arduino?
 Working of DC motor
 How to interface DC motor with Arduino?
 How to animal detection can be done using YOLO in Python?
 How the transmission of data happens between Arduino and laptop?
 About Project Development Life Cycle:
o Planning and Requirement Gathering (Hardware components, etc.,)
o Hardware development and debugging
o Development of the Project and Output testing
 Practical exposure to:
Web: www.takeoffprojects.com Further Details Contact: 08772261612
Email: info@takeoffprojects.com +91-9030333433
Domain: Embedded System
Technology:
o Hardware tools.
o Solution providing for real time problems.
o Working with team/ individual.
o Work on Creative ideas.

 Project development Skills:

o Problem analyzing skills


o Problem solving skills
o Creativity and imaginary skills
o Testing skills
o presentation skills
o Thesis writing skills

Web: www.takeoffprojects.com Further Details Contact: 08772261612


Email: info@takeoffprojects.com +91-9030333433

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