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AI Water Meter Reading for Axioma Qalcosonic W1

A Practical AI-On-The-Edge-Cam Solution with ESP32-S3, W5500 Ethernet, and PoE

Alan

Published March 30, 2026

Original author: Tinkerer DesignsOriginal source (new tab)

AI Water Meter Reading for Axioma Qalcosonic W1

Project description

PROJECT DESCRIPTION In many real-world installations, water meters are located in places where direct digital integration is difficult, inconvenient, or simply unavailable. In such cases, camera-based AI reading becomes a practical way to collect meter values without modifying the meter itself. The AI-On-The-Edge approach makes it possible to capture the meter display with a camera, process the image locally, and send the recognized value to external systems. This project is centered around a dedicated mounting solution for the Axioma Qalcosonic W1, designed to hold an AI-On-The-Edge-Cam…

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