# jomjol/AI-on-the-edge-device

> Turns analog utility meters (water, gas, electricity) into digital ones using an ESP32-CAM: the camera photographs the readings and TensorFlow Lite recognizes the digits on-device. Data is exposed via MQTT, InfluxDB or REST API.

- Magnitude: 0.7 out of 10 — Steady
- Stars: 8,803 total · +1 star on 2026-09-25 (UTC), ≈ 3 by evening
- Star trust: star growth looks organic
- Category: Hardware, IoT & robotics · Language: C++ · Created: 2020-07-28 · Last push: 2026-07-03
- GitHub: https://github.com/jomjol/AI-on-the-edge-device · Homepage: https://jomjol.github.io/AI-on-the-edge-device-docs/ · Page: https://gitnova.dev/en/r/jomjol/AI-on-the-edge-device

## Useful for

- Connect an old water meter to Home Assistant via MQTT
- Log electricity meter readings into InfluxDB for graphs
- Read a gas meter remotely through the REST API

## Why it’s here

- 1 star so far today, about 3 expected by the end of the day.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 914
- Issues and pull requests: 2,817
- Watchers: 147
- Average over the last week: 4 per day
- Usual pace: 9 per day
- Latest release: v16.1.0 (2026-01-11)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-30 … 2026-10-29: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 13 days

09-13 3.1, 09-14 3.8, 09-15 2.5, 09-16 1.3, 09-17 1.3, 09-18 1.0, 09-19 0.9, 09-20 0.9, 09-21 0.8, 09-22 1.1, 09-23 1.1, 09-24 0.7, 09-25 0.8

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-25 10:07 UTC, updated every 30 minutes.