Computed tomography to body composition (Comp2Comp).
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Updated
Jan 6, 2026 - Python
Computed tomography to body composition (Comp2Comp).
Universal BLE Smart Scale bridge. Captures body composition from Renpho, Xiaomi & 20+ others, syncs to Garmin Connect, Strava, MQTT (Home Assistant), InfluxDB, Webhooks, Ntfy & local files (CSV/JSONL). Headless CLI for Raspberry Pi, Linux, macOS & Windows.
MuscleMap: An Open-Source, Community-Supported Consortium for Whole-Body Quantitative MRI of Muscle
Web App to export data from Mi Body Composition Scale and upload it to Garmin Connect Cloud
A Home Assistant custom integration for the Renpho ES-CS20M and other compatible Renpho Bluetooth Low Energy (BLE) smart fitness scales. Get real-time weight measurements and body composition metrics in your smart home setup.
A Python package with agent skills for body composition, rep max estimation, and macronutrient planning.
Exercise Physiology Equations
Multi-weight Body Mass Index (BMI) table based on your height, age and sex, with calculated Body Fat/Lean Percentage, Base Metabolic Rate (BMR) and Total Daily Energy Expenditure (TDEE) for various activity levels.
Calculate your daily calorie requirements, and your body fat percentage
Home Assistant custom integration for Feelfit smart scales — fetches weight, body fat, muscle, water, and more from your Feelfit account.
FAIRifcation and semantic modeling of a body composition dataset containing age, gender, body weight/height, fat-free mass measured with either BODPOD or BIA.
Mindful Body 💪 — iOS workout tracker, habit tracker & body composition app. Build routines, run streaks, log measurements & watch your Body Score (0–100). Privacy-first. SwiftUI · SwiftData · CloudKit · HealthKit.
Body fat percentage estimation using Multi-Layer Perceptron neural networks with R² > 0.97 accuracy from anthropometric measurements
A web application that turns your weight, body fat percentage, bone mass (and more) data into Garmin Fit file for uploading to Garmin Connect
A customizable Markdown-based dashboard for Home Assistant that visualizes data from smart scales (Xiaomi Mi Body Composition Scale 1/2 and others).
💪 Render interactive male and female muscle maps with heatmaps, multi-select, and gestures for SwiftUI and UIKit apps.
MCP Server for Arvo AI Personal Trainer - Connect Claude Desktop to your training data
Mondeer Bluetooth bathroom scale — Home Assistant integration via MQTT. Reverse-engineered BLE listener in Python: use the scale without the original Android app.
Xiaomi Mi Body Composition Scale 2 → Shelly 1PM Gen4 → MQTT → Home Assistant, with optional Apple Health bridge. No cloud, no phone app.
BSc thesis in Physics, University of Bologna, A.Y. 2020/2021.
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