Rucksikaa Raajkumar
Published © CC BY

Safe or Not: Prediction with Machine Learning model (AI)

An effective Machine Learning model, created with Edge Impulse, which can be used to detect whether the elephant is safe or not.

AdvancedFull instructions provided24 hours588
Safe or Not: Prediction with Machine Learning model (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

Story

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Code

Elephant-audio-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 77% and could be improved with the help of more data.

Credits

Rucksikaa Raajkumar

Rucksikaa Raajkumar

43 projects • 93 followers
Amateur Arduino Developer. Undergraduate. YouTuber (https://www.youtube.com/c/RucksikaaRaajkumar/videos) and Blogger (Arduino Projects by R)

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