EfficientDet-Based IoT System for Wildlife Monitoring Using LoRa and Raspberry Pi

This paper introduces an innovative animal detection and tracking system using LoRa technology, Raspberry Pi, and machine learning to enhance wildlife monitoring. Using the NEO-6M GPS module and the EfficientDet deep learning model, this system ensures high accuracy in animal detection and classification along with real-time tracking without consuming much power. With LoRa, long-range, low-power data transmission over vast areas can be achieved, eliminating the limitations of monitoring wildlife in remote environments.

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Publication Details

Published
2025-03-06
DOI
https://doi.org/10.1109/iatmsi64286.2025.10985501
Citations
1
Primary Topic
IoT Networks and Protocols
Type
article
Field-Weighted Citation Impact
0.73
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article

EfficientDet-Based IoT System for Wildlife Monitoring Using LoRa and Raspberry Pi

Divyanshu Kumar, K. Sivakumar, Lankela Mani Deep Aditya, Tangudu Ramji
1 citations
IoT Networks and Protocols
0.73
article

EfficientDet-Based IoT System for Wildlife Monitoring Using LoRa and Raspberry Pi

Divyanshu Kumar, K. Sivakumar, Lankela Mani Deep Aditya, Tangudu Ramji
article en
1 citations

Abstract

This paper introduces an innovative animal detection and tracking system using LoRa technology, Raspberry Pi, and machine learning to enhance wildlife monitoring. Using the NEO-6M GPS module and the EfficientDet deep learning model, this system ensures high accuracy in animal detection and classification along with real-time tracking without consuming much power. With LoRa, long-range, low-power data transmission over vast areas can be achieved, eliminating the limitations of monitoring wildlife in remote environments.

Vellore Institute of Technology University (IN)
Life in Land
Openalex Percentile: Top 29%
IoT Networks and Protocols
0.73
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