Flutter On-Device ML ML Frameworks
Flutter applications that deploy and run machine learning models directly on mobile devices for inference. Includes computer vision, classification, and detection tasks executed locally. Does NOT include cloud-based ML services, general Flutter apps without ML, or ML frameworks without mobile implementation.
There are 76 flutter on-device ml frameworks tracked. The highest-rated is gyrdym/ml_algo at 48/100 with 198 stars.
Get all 76 projects as JSON
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
gyrdym/ml_algo
Machine learning algorithms in Dart programming language |
|
Emerging |
| 2 |
salkuadrat/learning
The easy way to use Machine Learning Kit in Flutter. |
|
Emerging |
| 3 |
adeeteya/Random-Face-Generator
A Cross-Platform(Web, Android, iOS, Linux and Macos) app to Generate Faces... |
|
Emerging |
| 4 |
hoangsonww/The-StickyNotes-App
📌 Welcome to The StickyNotes App, your new digital space for quick notes,... |
|
Emerging |
| 5 |
AseemWangoo/flutter_programs
Experiments with Mobile |
|
Emerging |
| 6 |
dabit3/react-native-deep-linking
Deep Linking set up in a React Native App |
|
Emerging |
| 7 |
ArtemZarubin/PixelArtWeatherML
Android weather forecast app featuring a unique pixel art UI and a local... |
|
Emerging |
| 8 |
abhyas01/Lingo-lens
iOS AR-powered language learning app that identifies objects, anchors labels... |
|
Emerging |
| 9 |
anasfik/replicate
A community-maintained Dart client package for Replicate.com, this package... |
|
Emerging |
| 10 |
sagnikghoshcr7/animal_classification
Image Classification Flutter app which can detect animals with the help of... |
|
Emerging |
| 11 |
shakilofficial0/tflite_plus
A comprehensive Flutter plugin for Google AI's LiteRT (TensorFlow Lite) with... |
|
Emerging |
| 12 |
kanchan88/flutter-machine-learning
Simple Flutter Application which uses On-Device Machine Learning. |
|
Emerging |
| 13 |
NathanKolbas/transformers_dart
State-of-the-art Machine Learning for Dart. Run 🤗 Transformers... |
|
Experimental |
| 14 |
vickylance/dart_nn
A simple Neural Network library written in dart |
|
Experimental |
| 15 |
andreped/DSS
:vibration_mode: From training of transformers to real-time development in... |
|
Experimental |
| 16 |
ctkqiang/WangZhongZhi
「汪种知」是一款革新性的犬种识别应用，融合了最新的人工智能技术与直观的用户界面设计。基于 Flutter 框架开发，集成深度学习模型，支持 60... |
|
Experimental |
| 17 |
zkortam/SurfV3
Surf Social Media Version 3 |
|
Experimental |
| 18 |
dariowskii/ml-text-recognition
Machine Learning Text Recognition with Google ML Kit and Flutter |
|
Experimental |
| 19 |
gene222-arch/react-native-netflix-clone-app
A netflix clone mobile application using React Native Expo CLI |
|
Experimental |
| 20 |
Emon526/Mother-Care-Flutter
A machine learning project created in Flutter using Firebase, Rest Api ,... |
|
Experimental |
| 21 |
Spritan/flutter_on_device_ml_starter
Runing ml models on device Flutter |
|
Experimental |
| 22 |
rainyl/mnn.dart
A package for running MNN models on Dart and Flutter. |
|
Experimental |
| 23 |
vaibhavhariramanipvt/flutter_tensorflow_lite_digit_recognizer
flutter tensorflow lite digit recognizer |
|
Experimental |
| 24 |
guchengxi1994/simple-tools-for-machine-learning
Simple tools for deep learning. Including computer vision, machine learning,... |
|
Experimental |
| 25 |
carlos3g/expo-anime-finder
Find an anime through an image. Made with React Native & Expo |
|
Experimental |
| 26 |
Loai-Houmane/SmartLensAI
This project is a multi-AI app that features 🔢 digit recognition, 🕵️ object... |
|
Experimental |
| 27 |
philc02/HandShake
An android application that uses various social media APIs to instantly send... |
|
Experimental |
| 28 |
Youssef3082004/Tawasul
This project is a Mobile application powered by NLP and Deep Learning... |
|
Experimental |
| 29 |
IoT-gamer/flutter_deep_aruco_app
A Flutter-based mobile application for the real-time detection and decoding... |
|
Experimental |
| 30 |
srinivasa-dev/ai-face-generator
An AI flutter App to generate random faces. The Generated faces do not... |
|
Experimental |
| 31 |
Donadev56/sauraya-dart
sauraya AI is a Mobile interface that allows you to interact with large open... |
|
Experimental |
| 32 |
furkangenca/catify-mobile-ai
Real-time cat emotion detection app — Built with Flutter and MobileNetV2 (TFLite) |
|
Experimental |
| 33 |
Skelf-Research/llamafu
Run AI models directly on mobile devices. No cloud. No latency. Complete privacy. |
|
Experimental |
| 34 |
Dheeraj-Chintala/Android-Apps
Collection of various Android applications developed using Flutter. Serves... |
|
Experimental |
| 35 |
HamzaAlmahrous/ai_flutter
ai app (text classifier, image classifier, real time object detection) using... |
|
Experimental |
| 36 |
codingcafe1/flowers
Flutter Android & iOS Flowers Recogniser App [Deep Learning & Machine Learning] |
|
Experimental |
| 37 |
tharushaudana/flutter_face_auth
This Flutter project implements face authentication using the FaceNet512... |
|
Experimental |
| 38 |
lpirola13/flower-recognizer-app
Have you spotted a lovely flower while you were walking and you would like... |
|
Experimental |
| 39 |
Dev-Adnani/Mask-Detection-Flutter
The App's Main Purpose Is To Check Whether The User Has Wore A Mask Or Not ! |
|
Experimental |
| 40 |
COS301-SE-2021/Ptarmigan
Ptarmigan is be a mobile app that will assist the user in making decisions... |
|
Experimental |
| 41 |
uchamod/AI-SaaS-Application-
A powerful Flutter-based SaaS application that leverages AI/ML to extract... |
|
Experimental |
| 42 |
ldantascruz/payflow
Aplicativo criado em Flutter para salvar os seus boletos e não esquecer de pagar! |
|
Experimental |
| 43 |
biabeogo147/GAN-Application
Mobile Application (Flutter) integrated DCGAN + PGGAN (Server + Local Model) |
|
Experimental |
| 44 |
tash149/FunKrafte-ML
FunKrafte App |
|
Experimental |
| 45 |
Sushiii24/Recipes
🍽️ Explore a sample iOS app using SwiftUI and MVVM with coordinators,... |
|
Experimental |
| 46 |
IliesChibane/Pokedex
Flutter Pokedex mobile application based on the first generation anime model |
|
Experimental |
| 47 |
Tarikul405676/The-Simpsons-App
🍩 Explore the world of The Simpsons with this modern web app, featuring a... |
|
Experimental |
| 48 |
Raxcore-dev/rax-ai-flutter-sdk
🚀 Official Flutter SDK for Rax AI Platform - OpenAI-compatible AI API client... |
|
Experimental |
| 49 |
Priyansh07J/ai-microlearning-platform
AI-powered micro-learning mobile app using Flutter & Machine Learning |
|
Experimental |
| 50 |
angelamariaabraham/BookFusion
Cross-platform book discovery app with on-device TF-IDF recommendations,... |
|
Experimental |
| 51 |
Shubh07x/Event-Flow
📅 Flutter + Firebase mobile app for college seminar management — QR... |
|
Experimental |
| 52 |
luckymeow2586147/flutter-pizza-packing-animation
🍕 Create engaging pizza packing animations in Flutter, inspired by a modern... |
|
Experimental |
| 53 |
aliiakbarkhan/Clefairy-Application-Antigravity
A women safety appliction developed using Flutter. |
|
Experimental |
| 54 |
tanvir-robin/Google-ML-Subject-Segmentation-Flutter
A implementation of Google ML Subject Segmentation Kit to Flutter App... |
|
Experimental |
| 55 |
Playboy-Player/pytorch_dart
Pytorch_Dart is a dart wrapper for Libtorch,striving to provide an... |
|
Experimental |
| 56 |
nakshatrasinghh/Flutter-Landmark-Classifier
Cross-platform mobile application build using Flutter 1.x. This is a project... |
|
Experimental |
| 57 |
Smoothnessjasper187/Assignment
👥 Build a user listing app using MVVM clean architecture for efficient data... |
|
Experimental |
| 58 |
SatYu26/Tensorflow-X-Flutter
This App can detect 30+ types of Fruits and Veggies using on-Device Machine Learning. |
|
Experimental |
| 59 |
BernardMoy/Lost-and-Found
A Lost and Found Mobile App dissertation project |
|
Experimental |
| 60 |
bwnyasse/dart-documentai-samples
A hands-on CLI tool sample showcasing the integration of Dart with Google... |
|
Experimental |
| 61 |
Noodulz/CVDex
Mobile Pokedex made in Flutter where users scan Pokemon images and store... |
|
Experimental |
| 62 |
FebricoJonata/LingoPal_Mobile
E-Learning English Mobile Application |
|
Experimental |
| 63 |
Ayush1702/AI_Gallery
An Image Classification app built with Tensorflow Lite Model Maker on Flutter SDK |
|
Experimental |
| 64 |
unnatii14/aquavision-flutter
A Flutter mobile and web application for AI-powered fish species... |
|
Experimental |
| 65 |
datasciencemonkey/spock
SAS Powered AI Application that can be run on iOS, Android or the Web |
|
Experimental |
| 66 |
Lucodivo/Merlinsbag
Android application for virtualizing & organizing your wardrobe and favorite items |
|
Experimental |
| 67 |
kenresoft/dart_functions
Collection of useful and intuitive dart functions of different applications... |
|
Experimental |
| 68 |
VisualPT/MLKitPoseDetection
Pose Detection for Flutter using iOS MLKit 📱 🖼 🕺 |
|
Experimental |
| 69 |
kenresoft/image_recommendation
This repository contains the source code for a Flutter app that can... |
|
Experimental |
| 70 |
jayfunc/Sentiment-Analysis
Using Dart and Python to build a sentiment analysis Flutter app - 基于 Dart... |
|
Experimental |
| 71 |
william-herring/cloudvision
Cloud app for science project |
|
Experimental |
| 72 |
juancastillo0/tensorflow_dart
TensorFlow bindings in Dart. API modeled after TensorFlowJS. Works using... |
|
Experimental |
| 73 |
Ionic-Errrrs-Code/flutter_shapes_inc
Instantly add AI capabilities to your Flutter app with the Shapes Inc API.... |
|
Experimental |
| 74 |
NexusphereCo/aiproof
A convenient mobile application tool for scanning and AI proofing written documents. |
|
Experimental |
| 75 |
Duks31/mnist-app
Mnist, DeepLearning, App Development |
|
Experimental |
| 76 |
SatYu26/Flutter-X-Mask_Recognition_Model
This App can detect if a person is wearing mask or not using on-Device... |
|
Experimental |