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body-composition

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Universal BLE Smart Scale bridge. Captures body composition from Renpho, Xiaomi & 20+ others, syncs to Garmin Connect, MQTT (Home Assistant), InfluxDB, Webhooks & Ntfy. Headless CLI for Raspberry Pi, Linux, macOS & Windows.

  • Updated Feb 10, 2026
  • TypeScript

【This repo runs on caffeine and stars - fuel us up! ⭐️】A deep learning project implementing neural network models to accurately predict body fat percentage from anthropometric measurements. Features both comprehensive and reduced-input models, with detailed analysis of feature importance and model performance.

  • Updated Jan 1, 2026
  • Jupyter Notebook

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