meter-reading

Turn your cameras into Home Assistant sensors with a local AI: garage door open/closed, people and cars, water, gas and power meters read by any camera or ESP32-CAM. 100% local, any CPU.

Home Assistant Pesc (PSC/EIRC) integration

Meter display segmentation and reading the digits using OCR

Central wmbusmeters decoding backend for a distributed Wireless M-Bus gateway — receives RAW telegrams from ESP32 via MQTT, with WebUI and Home Assistant Discovery.

An automated data collection system that can read sintering data on the meter by a single camera

SyncG is a tool designed for generating synthetic analogy gauge datasets. This repository provides both pre-built datasets and the original scripts to generate your own customized data.

Local image recognition helpers for Home Assistant: the state of an area (garage door, car, gate) and experimental meter reading, running on your own machine with tarsius.

💧 Automated water meter reading system — AI-powered digit recognition for utility meters using OCR and deep learning

Computer vision pipeline for automated electric meter reading — YOLOv8 detects the display and serial-number regions, PaddleOCR extracts the text, and regex validation produces clean structured output (JSON) from noisy real-world photos.

ESP32-CAM reader for prepaid electricity meters — reads the remaining kWh off the LCD and reports it to Node-RED / MQTT / Home Assistant

Zuverlässiges Ablesen von Wasserzählern (Rollen + rote Zeiger): ESP32-CAM mit AI-on-the-edge fotografiert, Auswertung auf dem Server, MQTT/Home Assistant

Home Assistant integration: heating with AI, covers and camera meter reading on one model of the house

OneMeter's Home Assistant Community Store integration

本科科研｜YOLOv5 定位仪表、CenterNet 检测九点并计算读数的完整流程。

Home Assistant integration: read heat, water, gas and electricity meters with an ESP32-CAM and an AI task (majority vote, plausibility check, sidebar panel)

Enterprise Printer SNMP Meter Monitor: Modern CustomTkinter desktop management console for automated Lexmark/HP page counter auditing and volume telemetry.