Personalized Diet Planning ML Frameworks

AI-powered systems for generating customized meal plans, dietary recommendations, and nutrition tracking based on individual health goals, preferences, and constraints. Does NOT include general fitness coaching, workout planning, or restaurant/food discovery platforms without personalization algorithms.

There are 32 personalized diet planning frameworks tracked. The highest-rated is Murgio/Food-Recipe-CNN at 43/100 with 585 stars.

Get all 32 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=personalized-diet-planning&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	Murgio/Food-Recipe-CNN food image to recipe with deep convolutional neural networks.	43	Emerging	585	Jupyter Notebook
2	ylongqi/yumme Yum-me is a nutrient based food recommendation system	40	Emerging	40	JavaScript
3	chathil/Dieter A mobile app to help you monitor the nutrition of your food	39	Emerging	7	Kotlin
4	aman-17/lela Lela is a smart dietician who can help you to maintain diet and it also has...	38	Emerging	11	HTML
5	TechSpectra/Foodie-Discord-Bot The 🍔 Foodie Discord Bot 🍕 is a delightful and interactive addition to your...	35	Emerging	4	Python
6	grandier/Nutricipe An innovative app that helps users find recipes based on the ingredients they have.	34	Emerging	4	Kotlin
7	Anupya/pic-my-allergy A website that tells if you are allergic to the food in the picture you have...	31	Emerging	2	JavaScript
8	BiplabGorain/Final-Year-Project A final year project on RecipeLens( Food image to recipe generation)	30	Emerging	32	Python
9	LinggarM/Smart-CalorieMax A web app that utilizes Genetic Algorithms to generate a list of foods...	29	Experimental	1	CSS
10	jjtiger/ASU_Recipe_Recommendation_Bot A deep learning CNN model with 9 layers used for image classification of...	27	Experimental	8	Jupyter Notebook
11	sam-pop/WIKM ☠️ Full-stack web app that uses AI and ML to analyze and classify images of...	25	Experimental	5	JavaScript
12	Skubinski/Smart_Fitness_Assistant Smart Fitness Assistant is a modular Python desktop app using wxPython. It...	22	Experimental	—	Python
13	rumi097/Nutriguide 🥗 AI-powered nutrition platform with 99.87% accurate ML recommendations \|...	22	Experimental	3	JavaScript
14	ShreyaKumar-dev/Caloriet Personalized Diet Recommendation Website	22	Experimental	2	Python
15	sauhard2701/AI-Based-Health-Tracker This project was created as a part of Smart India Hackathon 2022 and aims to...	19	Experimental	12	Python
16	AvishkaGihan/NutriGuide-AI NutriGuide AI is a cross-platform mobile application that transforms meal...	17	Experimental	—	Dart
17	katkarsshweta/Artificial-Intelligence-Project_Diet-Planning-Expert-System "dieT" is a knowledge-based expert system that provides personalized diet...	17	Experimental	—	C++
18	SanshruthR/RecipeNet Deep learning model designed to classify food images and provide recipes,...	16	Experimental	1	—
19	AayushK11/Foodify Foodify not only creates a portal that bridges the gap between people who...	16	Experimental	1	Dart
20	hetttx11/Nutrify Nutrify is an AI-powered full-stack web app built with Python/Django to...	14	Experimental	—	HTML
21	akaanuzman/digital_order_system Digital order and food recommendation system with computer vision.	14	Experimental	20	Dart
22	GaneshKhandekar/food-rec 🥗 Discover healthy food options with this machine-learning recommender that...	14	Experimental	—	Python
23	Abcinsy/aiBITES Bicol Dessert Recipe Recommendation based on Ingredients Detection using...	13	Experimental	—	Java
24	sriram9573/GroceryCam AI-powered kitchen assistant that transforms receipt or grocery item photos...	13	Experimental	—	TypeScript
25	tejaskiran/diet-recommendation-system AI-powered Diet Recommendation System that suggests personalized diet plans...	13	Experimental	—	JavaScript
26	klnlokeshkumar/Smart-diet-planner Smart Diet Planner uses PyTorch and scikit-learn to predict daily calorie...	12	Experimental	3	Jupyter Notebook
27	codeprnv/Foody A AI powered application that suggests recipes based on the ingredients available	12	Experimental	1	Dart
28	AndyFerns/NourishFit A Mobile application used to track and maintain diet plans, keep a note of...	11	Experimental	—	Kotlin
29	utsab1009/Calorie_Diet_App A smart ML-based app that predicts calorie content from food inputs and...	11	Experimental	2	—
30	AngelsGills/Meal-Recommendation-Optimization Implementing a genetic algorithm for an optimized selection of macronutrient meals.	11	Experimental	3	MATLAB
31	anshxs/bite-buddy-website BiteBuddy is an AI-powered calorie tracker and food analysis application...	10	Experimental	1	TypeScript
32	Git-brintsi20/Healthy_Me Clarity in every Calorie. Bust all your diet myths with HealthyMe.	10	Experimental	1	TypeScript