🏃♂️ Predict calories burnt with a machine learning model that analyzes personal data and exercise metrics for accurate estimations.
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Updated
Nov 13, 2025 - Python
🏃♂️ Predict calories burnt with a machine learning model that analyzes personal data and exercise metrics for accurate estimations.
PANTS is a self-hosted, open-source nutrition tracker and tool for nutritional data analysis of ingredients and recipes.
FastAPI + PostgreSQL backend for meal calorie tracking with JWT auth, Dockerized setup, rate limiting, and testing.
Program that has support for multiple data formats (CSV, JSON) which takes user data (weight, caloric intake, and date), validates the entries, and analyzes trends. It provides both algebraic and optimized maintenance calorie intake recommendations to achieve one's weight goals
🍎🔍 Smart AI system that identifies food items in photos and calculates their calorie content automatically. Built with TensorFlow, YOLOv8, CUDA and computer vision for accurate nutrition tracking.
CandyMeter is a computer vision project that uses YOLO to detect candies and estimate calorie intake in real time. Supporting 11 classes, it works across images, videos, and live camera feeds, overlaying bounding boxes, confidence scores, counts, and calorie values. It showcases deep learning for nutrition tracking & food recognition app
Streamlit app using Google Gemini AI to analyze food images, identify items, and estimate calories — fast, accurate, and browser-based.
Simple API-based food calories calculator for quick nutritional insights from photo
A Python-based Diet Coach app that calculates total nutritional values—calories, fats, proteins, carbohydrates, and sugars—based on user-selected foods and quantities. Built using a JSON nutrition dataset for real-time feedback on dietary choices. Ideal for health-conscious users and developers interested in nutrition-focused applications.
A Python tool that estimates calories burned from .fit files using the Keytel formula. Features batch processing of fitness files and an interactive calculator that can solve for calories, heart rate, weight, or age.
This is a food tracking project that gets the calorie related information from the Open-Source Llama model, stores it in your database incase if you want to add them as the food consumed, provides step by step instructions to prepare the dish and also allows you to chat with it so that you can ask your queries.
A simple yet powerful Personal Fitness Tracker built using Python and PyQt5.
Calories Counter Django Application
Calorie counter and tracker built in Django.
Python package that analyzes nutrients found in foods and user-defined meal plans.
Calories Calculator - Web application that calculates how many calories the user need. Written in Python, Flask, HTML and CSS.
A simple app that tells you the nutritional values of your food. Also with an option to add your own products.
Manage your meals, your calories and your biometric data. It has it's own products and additives database
Simple python script to calculate your Basal Metabolic Rate (BMR)! Find out how many calories you need per day to maintain your current weight.
Calculate calories of individual via webapp. Include consideration of location weather.
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