Monitoring the Movements of Wild Animals and Alert System Using Deep Learning Algorithm
Objective
The main objective of this project is to monitor movements of objects using YOLO algorithm and gives alert when wild animal is detected
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.
NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.
Block Diagram
Specifications
Hardware Requirements:
- Arduino
- Web Camera
- Voice Module
- Speaker
- Motor Driver Module
- DC Motor
- Power Supply Board
- 12V 1A Adapter
Software Requirements:
- Python IDLE
- Arduino IDE
- Embedded C
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:
- Planning and Requirement Gathering (Hardware components, etc.,)
- Hardware development and debugging
- Development of the Project and Output testing
- Practical exposure to:
- Hardware tools.
- Solution providing for real time problems.
- Working with team/ individual.
- Work on Creative ideas.
- Project development Skills:
- Problem analyzing skills
- Problem solving skills
- Creativity and imaginary skills
- Testing skills
- presentation skills
- Thesis writing skills
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Disclaimer - Takeoff Edu Group Projects, are not associated or affiliated with IEEE, in any way. The IEEE Projects mentioned here are mentioned in the context of student projects, whose ideas are derived from IEEE publications, and not projects of or by IEEE.
