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 25 food image nutrition frameworks tracked. The highest-rated is openfoodfacts/openfoodfacts-ai at 47/100 with 265 stars.

Get all 25 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. 🍕 🤖🍼	47	Emerging	265	Python
2	gabrielilharco/snap-n-eat Food detection and recommendation with deep learning	42	Emerging	289	Jupyter Notebook
3	MaharshSuryawala/Food-Image-Recognition A system that takes food images as an input, recognizes the food...	41	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	37	Emerging	49	Jupyter Notebook
5	jubins/DeepLearning-Food-Image-Recognition-And-Calorie-Estimation Food image prediction using TensorFlow and calorie estimation using...	31	Emerging	101	Jupyter Notebook
6	DauntlessDev/knowyourplate Health & Diet Monitoring Project for CS Project Management (Thesis)	29	Experimental	9	Dart
7	phoenixdev100/CyberKnights-NutriVision Nutrivision is an innovative food image classification system that uses...	29	Experimental	8	Jupyter Notebook
8	Cheng-K/FoodNet Food Ingredients Recognition and Calorie Estimation using Multi-Task Deep Learning	28	Experimental	64	Python
9	BiDAlab/AI4Food-NutritionDB This GitHub repository contains instructions for downloading and utilizing...	28	Experimental	43	Python
10	igorrendulic/food_recognition_with_calorie_mama Food Recognition Using Calorie Mama AI API	27	Experimental	58	Java
11	PallabPaul/AI_Calorie_Counter_Demo This was a project worked on during an internship at Rutgers WINLAB. This...	26	Experimental	8	Java
12	azumio/see_food_recognition_with_calorie_mama Android Food Recognition Example using Calorie Mama AI API	22	Experimental	11	Java
13	LukeScales1/FYP FYP - Final Year Project - B.Eng in Mechatronics Engineering:...	20	Experimental	14	Java
14	Nightey3s/FoodVision FoodVision is a deep learning-based food detection system that utilizes...	19	Experimental	7	Jupyter Notebook
15	Vasco888888/calorie-estimator Real-time calorie estimator using YOLOv8 and ONNX Runtime Web. A...	19	Experimental	—	JavaScript
16	aryanrangapur/NutriFood NutriFood is an AI-powered web app that identifies food from images and...	19	Experimental	—	HTML
17	e1bhl1n/Delicious_India Food identifier app with build in encyclopedia and AI to help traveler...	18	Experimental	5	Dart
18	Medinz01/nutrition-label-ocr Extract structured per-100g nutrition facts from Indian food label images...	17	Experimental	—	Python
19	mihir-1997/CalorieDetection Calorie detection from food image	16	Experimental	2	Java
20	danielfsousa/healthy-food :green_apple: Uses machine learning to verify if a food is "Healthy" or "Junk"	14	Experimental	1	Java
21	robinarimbour/food-classification Supervised machine learning project that predicts the Nutri-Score of food...	14	Experimental	—	Jupyter Notebook
22	ViniciusDeep/NutrAI 🤖Artificial intelligence classify a food 🍎 nutritional table by a simple...	13	Experimental	10	Swift
23	maj34/Calorie-Calculation-Service [ 보아즈 ] 음식 칼로리 자동 계산 서비스	12	Experimental	18	Jupyter Notebook
24	Adebesin-Aramide/Foodie_lens Foodie Lens is a machine learning-based application designed to identify...	12	Experimental	4	Jupyter Notebook
25	gmartinezramirez-old/ishealthy :green_apple: [Finished] Android app to clasifiy is a food is healthy or...	11	Experimental	2	Java

Comparisons in this category

Food-calorie-estimations-Using-Deep-Learning-And-Computer-Vision and DeepLearning-Food-Image-Recognition-And-Calorie-Estimation (37 vs 31) food_recognition_with_calorie_mama and see_food_recognition_with_calorie_mama (27 vs 22)