Food Image Nutrition ML Frameworks

AI tools that analyze food images to identify dishes and extract nutritional information (calories, macros, ingredients). Does NOT include general food delivery apps, recipe databases without image recognition, or nutrition analysis from text/labels alone.

There are 32 food image nutrition frameworks tracked. 1 score above 50 (established tier). The highest-rated is openfoodfacts/openfoodfacts-ai at 51/100 with 265 stars.

Get all 32 projects as JSON

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

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#	Framework	Score	Tier	Stars	Language
1	openfoodfacts/openfoodfacts-ai This is a tracking repo for all our AI projects. 🍕 🤖🍼	51	Established	265	Python
2	gabrielilharco/snap-n-eat Food detection and recommendation with deep learning	49	Emerging	289	Jupyter Notebook
3	MaharshSuryawala/Food-Image-Recognition A system that takes food images as an input, recognizes the food...	48	Emerging	127	Jupyter Notebook
4	chetan-jarande/Food-calorie-estimations-Using-Deep-Learning-And-Computer-Vision Food calorie estimations Using Deep Learning And Computer Vision	44	Emerging	49	Jupyter Notebook
5	jubins/DeepLearning-Food-Image-Recognition-And-Calorie-Estimation Food image prediction using TensorFlow and calorie estimation using...	38	Emerging	101	Jupyter Notebook
6	DauntlessDev/knowyourplate Health & Diet Monitoring Project for CS Project Management (Thesis)	36	Emerging	9	Dart
7	BiDAlab/AI4Food-NutritionDB This GitHub repository contains instructions for downloading and utilizing...	35	Emerging	43	Python
8	phoenixdev100/CyberKnights-NutriVision Nutrivision is an innovative food image classification system that uses...	35	Emerging	8	Jupyter Notebook
9	Cheng-K/FoodNet Food Ingredients Recognition and Calorie Estimation using Multi-Task Deep Learning	35	Emerging	64	Python
10	igorrendulic/food_recognition_with_calorie_mama Food Recognition Using Calorie Mama AI API	34	Emerging	58	Java
11	PallabPaul/AI_Calorie_Counter_Demo This was a project worked on during an internship at Rutgers WINLAB. This...	33	Emerging	8	Java
12	azumio/see_food_recognition_with_calorie_mama Android Food Recognition Example using Calorie Mama AI API	29	Experimental	11	Java
13	LukeScales1/FYP FYP - Final Year Project - B.Eng in Mechatronics Engineering:...	27	Experimental	14	Java
14	Nightey3s/FoodVision FoodVision is a deep learning-based food detection system that utilizes...	26	Experimental	7	Jupyter Notebook
15	e1bhl1n/Delicious_India Food identifier app with build in encyclopedia and AI to help traveler...	25	Experimental	5	Dart
16	mihir-1997/CalorieDetection Calorie detection from food image	23	Experimental	2	Java
17	aryanrangapur/NutriFood NutriFood is an AI-powered web app that identifies food from images and...	21	Experimental	—	HTML
18	Vasco888888/calorie-estimator Real-time calorie estimator using YOLOv8 and ONNX Runtime Web. A...	21	Experimental	—	JavaScript
19	danielfsousa/healthy-food :green_apple: Uses machine learning to verify if a food is "Healthy" or "Junk"	21	Experimental	1	Java
20	ViniciusDeep/NutrAI 🤖Artificial intelligence classify a food 🍎 nutritional table by a simple...	20	Experimental	10	Swift
21	maj34/Calorie-Calculation-Service [ 보아즈 ] 음식 칼로리 자동 계산 서비스	19	Experimental	18	Jupyter Notebook
22	Adebesin-Aramide/Foodie_lens Foodie Lens is a machine learning-based application designed to identify...	19	Experimental	4	Jupyter Notebook
23	gmartinezramirez-old/ishealthy :green_apple: [Finished] Android app to clasifiy is a food is healthy or...	18	Experimental	2	Java
24	Medinz01/nutrition-label-ocr Extract structured per-100g nutrition facts from Indian food label images...	17	Experimental	—	Python
25	robinarimbour/food-classification Supervised machine learning project that predicts the Nutri-Score of food...	14	Experimental	—	Jupyter Notebook
26	kimalfredmolina/SnapNutrient-App SnapNutrient App a Food scanner for Filipino made dishes	14	Experimental	1	TypeScript
27	Maoelan/nutri-classify This is a project to perform child nutritional status clustering with Python	11	Experimental	—	CSS
28	jofuelo/nutrition_facts_chart_detection A dataset and preliminar results for the task of detecting the nutritional...	11	Experimental	—	—
29	balag59/Photo-Calorie-Diary An Android application that can automatically estimate calories per serving...	11	Experimental	—	Java
30	fadlyhts/klasifikasi-stunting-balita Sistem Klasifikasi Status Stunting menggunakan Machine Learning untuk...	10	Experimental	2	HTML
31	ricardomvp/new-nutriapp App that with help of Machine Learning determines if packaged food labels...	10	Experimental	2	JavaScript
32	Abhi-vish/Foodvision FoodVision: A revolutionary project designed to enhance your culinary...	10	Experimental	2	HTML

Comparisons in this category

Food-calorie-estimations-Using-Deep-Learning-And-Computer-Vision and DeepLearning-Food-Image-Recognition-And-Calorie-Estimation (44 vs 38) food_recognition_with_calorie_mama and see_food_recognition_with_calorie_mama (34 vs 29)