Rucksikaa Raajkumar
Published © CC BY

Prevent conflicts and protect Elephants with the help of AI

Elephant population is diminishing and this ML model will recognise certain calls from audio helping us to predict elephant conflicts.

AdvancedFull instructions provided24 hours781
Prevent conflicts and protect Elephants with the help of AI

Things used in this project

Hardware components

Arduino Nano 33 BLE Sense
Arduino Nano 33 BLE Sense
×1
SparkFun Simultaneous RFID Reader - M6E Nano
SparkFun Simultaneous RFID Reader - M6E Nano
×1
SparkFun UHF RFID Antenna
×1
Beacon, EZ-Light
Beacon, EZ-Light
×1

Software apps and online services

Edge Impulse Studio
Edge Impulse Studio
Elephant Voices Database

Story

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Code

Elephant-sound-classification

This is a C++ library, optimized source code, which enables my impulse to be deployed to any device and makes the model run without an internet connection, minimizes latency, and runs with minimal power consumption. This model has an accuracy of 76.5% and could be improved with the help of more data.

Credits

Rucksikaa Raajkumar

Rucksikaa Raajkumar

41 projects • 90 followers
Amateur Arduino Developer. Undergraduate. YouTuber (https://www.youtube.com/c/RucksikaaRaajkumar/videos) and Blogger (Arduino Projects by R)

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