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Integrierte Anwendungen für Videoüberwachung für Smart Cities mit IoT und Edge Computing: VGuard
PalmAcou detects the infestation in its earliest stages, saving your palm trunk & avoiding damage to your palm tissues.
farmer

Das Problem

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Posing severe threat to date palm cultivation

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$8 million is lost each year through removal of severely-infested trees alone

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Penetrates the palm trunks creating cavities and tunnels that weaken the tree structure

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The combined cost of pest management, eradication and replacement of infested palms, and loss of benefits was around €100 million by 2013.

Vorgeschlagene Lösung

Based on IoT technology, a network of nodes will be connected to a palm tree which in turn will linked to a master node. The master node is used to transfer the data to a cloud server. Further deep learning techniques is integrated on a cloud server for accurate detection. As well as a web application that enables the farmer to manage and control the system to identify the infected palm tree in real time.
For early detection we propose an acoustic device to record the sound from the field and compare it with a previously recorded larvae sound under lab conditions to determine if there is an infestation.
This comparison is made by comparing signal features of the two audio signals.
The Feeding sound is the most frequently occurring sound in an infected tree.

Experimental Work

Infested Palm Tree

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Healthy Palm Tree

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Warum sind wir anders?

Die derzeit implementierten Methoden zur Erkennung von the Befall sind:

  • Ausgebildete Hunde

  • Ausgebildete Arbeiter

Vorteile der akustischen Methode:

  • Einsatz von Internet of Things und künstlicher Intelligenz

  • Sensorgerät:

          - Installed separately in palm Bäume.

          - No need to connect es an einen PC.

  • Praktischer und einfacher zu verwenden als herkömmliche Methoden.

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