Food Classification Models ML Frameworks

Deep learning projects for classifying food images into specific categories using CNNs, transfer learning, and pre-trained architectures. Does NOT include general image classification, kitchenware/non-food item classification, ingredient recognition, nutrition analysis, or recipe/restaurant recommendation systems.

There are 27 food classification models frameworks tracked. The highest-rated is stratospark/food-101-keras at 44/100 with 712 stars.

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#	Framework	Score	Tier	Stars	Language
1	stratospark/food-101-keras Food Classification with Deep Learning in Keras / Tensorflow	44	Emerging	712	Jupyter Notebook
2	lannguyen0910/food-recognition 🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image...	43	Emerging	368	Python
3	npatta01/web-deep-learning-classifier Deep Learning model to classify food (Web App)	43	Emerging	135	Jupyter Notebook
4	ph1ps/Food101-CoreML A CoreML model which classifies images of food	40	Emerging	154	Swift
5	stratospark/food-101-mobile Deep Learning Food Classifier for iOS using Keras and Tensorflow	38	Emerging	97	Jupyter Notebook
6	npatta01/mobile-deep-learning-classifier Tutorial on building and deploying a Mobile Deep Learning Classifier for food	37	Emerging	66	TypeScript
7	gauravreddy08/food-vision An end-to-end CNN Image Classification Model which identifies the food in your image	32	Emerging	21	Jupyter Notebook
8	gmurro/food-recognition Image-based food segmentation for Deep Learning class at @UNIBO	28	Experimental	14	Jupyter Notebook
9	K1rsN7/Mushroom_Guide :mushroom: Chat bot for recognizing edible mushrooms.	26	Experimental	45	Jupyter Notebook
10	stressGC/food-deep-learning-detection Deep learning project based on the Inception v2 model. Recognises 21...	25	Experimental	5	JavaScript
11	danielxfeng/mush-finder-monorepo An AI tool for identifying mushrooms in Finland, including a CNN model, a...	23	Experimental	1	TypeScript
12	darkangrycoder/food_classifier_model A food classifier model that will help you to enjoy various kinds of foods...	23	Experimental	1	Jupyter Notebook
13	marcus-suresh/PyTorch_food_recognition This repository contains the code for applying a PyTorch-centric CV-based...	22	Experimental	7	Jupyter Notebook
14	Riyuze/mushroom-classification An image classification project which detects different kinds of mushroom species.	22	Experimental	12	Jupyter Notebook
15	Sarthak-1408/Indian-Food-Classification This Repo Represents Indian Food Classification and with the help of this...	20	Experimental	11	Jupyter Notebook
16	AnthonyGzm/Proyecto-Jardin-BotanicoRD Sistema de reconocimiento de flores basado en Azure Computer Vision. Permite...	17	Experimental	2	JavaScript
17	ImtiazShuvo/food-vs-nonfood-image-classification Deep learning project comparing CNN, ResNet-style networks, and...	14	Experimental	—	Jupyter Notebook
18	connorb0531/mushroom-vision Full-stack website for ML mushroom image classification with a Spring Boot +...	14	Experimental	—	Java
19	ZacStryker/mushroom-classification Mushroom classification with multiple ML models	14	Experimental	—	HTML
20	IbrahimNM/iSeefood A python program that uses a trained AI to recognize food in images.	13	Experimental	6	Python
21	hbfawaz112/Mushroom-Detector-Flutter-ML App used to detect and predict the type of the mushroom by taking a picture...	13	Experimental	8	Jupyter Notebook
22	Pramit726/MobileNetV2-FoodClassifier 🥘 MobileNetV2-FoodClassifier achieves 93.14% accuracy in image...	13	Experimental	5	Jupyter Notebook
23	ShaikhBorhanUddin/Pizza-Topping-Classification The Pizza Topping Classification project is centered around developing a...	12	Experimental	1	Jupyter Notebook
24	VarunBanka/Food-Vision This project involves the creation of a food vision model using TensorFlow...	11	Experimental	2	Jupyter Notebook
25	Hilfum/Food-Classification Deep learning–based food classification project using a CNN model to...	11	Experimental	—	Jupyter Notebook
26	GaiaRighetti00/deep-learning-pasta-classification Deep learning project for pasta image classification using CNNs, data...	11	Experimental	—	—
27	naumanthunder22/mscs-thesis Thesis Topic: Transfer Learning Based Food Item Recognition and Estimation...	10	Experimental	1	—

Comparisons in this category

food-101-keras and food-101-mobile (44 vs 38) food-101-keras and food-vision (44 vs 32)