AI-on-the-edge-device
dial-meter-reader-opencv-py
AI-on-the-edge-device | dial-meter-reader-opencv-py | |
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38 | 1 | |
5,066 | 2 | |
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9.2 | 10.0 | |
5 days ago | about 3 years ago | |
C++ | Python | |
MIT License | Apache License 2.0 |
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AI-on-the-edge-device
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What's that touchscreen in my room?
This is what I am using for this exact purpose: https://github.com/jomjol/AI-on-the-edge-device
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Elster TPR11 water meter reader
Anyway, in case decoding the radio traffic gets you nowhere, this works reasonably well.
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Rubberband cluster no more!
- https://jomjol.github.io/AI-on-the-edge-device-docs/
- APT: Vibration sensors are extremely versatile.
- Natural gas monitor
- ESP32-CAM and light flash led only when taking snapshot
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AI on the edge to capture readings from old measuring devices
I was looking for a way to collect readings of our water clock and stumbled upon this (https://github.com/jomjol/AI-on-the-edge-device) interesting hw/sw project to aquire data from old measuring devices (water, power, gas,...) with tflite and ocr.
- Gaszähler automatisch ablesen lassen
- FLiP Stack Weekly for 06 February 2023
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How can I monitor my energy usage? I.e. connect to home assistant? I live in a rental apartment and this is the main board.
I think this would be better https://github.com/jomjol/AI-on-the-edge-device. It's esp camera with ai detection for water meters, I use it also as monitoring for electricity.. the new firmware has HA support over mqtt. It's more diy but once you set it up it works like a charm.
dial-meter-reader-opencv-py
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App that measures consumption/cost of Analog Electric Meter
If you need the precise values shown on the meter then you'll need to rig up a camera. You'll also need to space it far enough away that it can focus on the meter + have sufficient illumination. Take stills and then feed it into OpenCV. Something like https://github.com/mirogta/dial-meter-reader-opencv-py
What are some alternatives?
home-assistant-glow - ⚡ The power of energy measurements in your house
OpenCV - Open Source Computer Vision Library
esphome-dlms-meter - ESPHome component to read out DLMS smart meters via M-Bus
ssocr - Seven Segment Optical Character Recognition
localsend - An open-source cross-platform alternative to AirDrop
rtlamr2mqtt - Docker container to send rtlamr readings to a mqtt broker
prometheus-bridge
http-adapter
walk - Terminal file manager
rtlamr - An rtl-sdr receiver for Itron ERT compatible smart meters operating in the 900MHz ISM band.
yq - yq is a portable command-line YAML, JSON, XML, CSV, TOML and properties processor
watermeter - Reads analog water meters and provides a web service that returns the read value as decimal.