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 89 flutter on-device ml frameworks tracked. The highest-rated is hoangsonww/The-StickyNotes-App at 49/100 with 23 stars.
Get all 89 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=flutter-on-device-ml&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
hoangsonww/The-StickyNotes-App
📌 Welcome to The StickyNotes App, your new digital space for quick notes,... |
|
Emerging |
| 2 |
gyrdym/ml_algo
Machine learning algorithms in Dart programming language |
|
Emerging |
| 3 |
adeeteya/Random-Face-Generator
A Cross-Platform(Web, Android, iOS, Linux and Macos) app to Generate Faces... |
|
Emerging |
| 4 |
salkuadrat/learning
The easy way to use Machine Learning Kit in Flutter. |
|
Emerging |
| 5 |
AseemWangoo/flutter_programs
Experiments with Mobile |
|
Emerging |
| 6 |
abhyas01/Lingo-lens
iOS AR-powered language learning app that identifies objects, anchors labels... |
|
Emerging |
| 7 |
sagnikghoshcr7/animal_classification
Image Classification Flutter app which can detect animals with the help of... |
|
Emerging |
| 8 |
anasfik/replicate
A community-maintained Dart client package for Replicate.com, this package... |
|
Emerging |
| 9 |
kanchan88/flutter-machine-learning
Simple Flutter Application which uses On-Device Machine Learning. |
|
Emerging |
| 10 |
dabit3/react-native-deep-linking
Deep Linking set up in a React Native App |
|
Emerging |
| 11 |
NathanKolbas/transformers_dart
State-of-the-art Machine Learning for Dart. Run 🤗 Transformers... |
|
Emerging |
| 12 |
ArtemZarubin/PixelArtWeatherML
Android weather forecast app featuring a unique pixel art UI and a local... |
|
Emerging |
| 13 |
andreped/DSS
:vibration_mode: From training of transformers to real-time development in... |
|
Emerging |
| 14 |
vickylance/dart_nn
A simple Neural Network library written in dart |
|
Emerging |
| 15 |
shakilofficial0/tflite_plus
A comprehensive Flutter plugin for Google AI's LiteRT (TensorFlow Lite) with... |
|
Emerging |
| 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... |
|
Emerging |
| 17 |
zkortam/SurfV3
Surf Social Media Version 3 |
|
Emerging |
| 18 |
Emon526/Mother-Care-Flutter
A machine learning project created in Flutter using Firebase, Rest Api ,... |
|
Emerging |
| 19 |
Spritan/flutter_on_device_ml_starter
Runing ml models on device Flutter |
|
Emerging |
| 20 |
dariowskii/ml-text-recognition
Machine Learning Text Recognition with Google ML Kit and Flutter |
|
Emerging |
| 21 |
gene222-arch/react-native-netflix-clone-app
A netflix clone mobile application using React Native Expo CLI |
|
Emerging |
| 22 |
carlos3g/expo-anime-finder
Find an anime through an image. Made with React Native & Expo |
|
Emerging |
| 23 |
vaibhavhariramanipvt/flutter_tensorflow_lite_digit_recognizer
flutter tensorflow lite digit recognizer |
|
Emerging |
| 24 |
guchengxi1994/simple-tools-for-machine-learning
Simple tools for deep learning. Including computer vision, machine learning,... |
|
Emerging |
| 25 |
rainyl/mnn.dart
A package for running MNN models on Dart and Flutter. |
|
Emerging |
| 26 |
philc02/HandShake
An android application that uses various social media APIs to instantly send... |
|
Experimental |
| 27 |
Loai-Houmane/SmartLensAI
This project is a multi-AI app that features 🔢 digit recognition, 🕵️ object... |
|
Experimental |
| 28 |
IoT-gamer/flutter_deep_aruco_app
A Flutter-based mobile application for the real-time detection and decoding... |
|
Experimental |
| 29 |
Youssef3082004/Tawasul
This project is a Mobile application powered by NLP and Deep Learning... |
|
Experimental |
| 30 |
Donadev56/sauraya-dart
sauraya AI is a Mobile interface that allows you to interact with large open... |
|
Experimental |
| 31 |
Dheeraj-Chintala/Android-Apps
Collection of various Android applications developed using Flutter. Serves... |
|
Experimental |
| 32 |
codingcafe1/flowers
Flutter Android & iOS Flowers Recogniser App [Deep Learning & Machine Learning] |
|
Experimental |
| 33 |
HamzaAlmahrous/ai_flutter
ai app (text classifier, image classifier, real time object detection) using... |
|
Experimental |
| 34 |
tharushaudana/flutter_face_auth
This Flutter project implements face authentication using the FaceNet512... |
|
Experimental |
| 35 |
lpirola13/flower-recognizer-app
Have you spotted a lovely flower while you were walking and you would like... |
|
Experimental |
| 36 |
biabeogo147/GAN-Application
Mobile Application (Flutter) integrated DCGAN + PGGAN (Server + Local Model) |
|
Experimental |
| 37 |
ldantascruz/payflow
Aplicativo criado em Flutter para salvar os seus boletos e não esquecer de pagar! |
|
Experimental |
| 38 |
tash149/FunKrafte-ML
FunKrafte App |
|
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 |
IliesChibane/Pokedex
Flutter Pokedex mobile application based on the first generation anime model |
|
Experimental |
| 41 |
nakshatrasinghh/Flutter-Landmark-Classifier
Cross-platform mobile application build using Flutter 1.x. This is a project... |
|
Experimental |
| 42 |
Skelf-Research/llamafu
Run AI models directly on mobile devices. No cloud. No latency. Complete privacy. |
|
Experimental |
| 43 |
tanvir-robin/Google-ML-Subject-Segmentation-Flutter
A implementation of Google ML Subject Segmentation Kit to Flutter App... |
|
Experimental |
| 44 |
Playboy-Player/pytorch_dart
Pytorch_Dart is a dart wrapper for Libtorch,striving to provide an... |
|
Experimental |
| 45 |
bwnyasse/dart-documentai-samples
A hands-on CLI tool sample showcasing the integration of Dart with Google... |
|
Experimental |
| 46 |
Noodulz/CVDex
Mobile Pokedex made in Flutter where users scan Pokemon images and store... |
|
Experimental |
| 47 |
SatYu26/Tensorflow-X-Flutter
This App can detect 30+ types of Fruits and Veggies using on-Device Machine Learning. |
|
Experimental |
| 48 |
FebricoJonata/LingoPal_Mobile
E-Learning English Mobile Application |
|
Experimental |
| 49 |
Ayush1702/AI_Gallery
An Image Classification app built with Tensorflow Lite Model Maker on Flutter SDK |
|
Experimental |
| 50 |
datasciencemonkey/spock
SAS Powered AI Application that can be run on iOS, Android or the Web |
|
Experimental |
| 51 |
kenresoft/image_recommendation
This repository contains the source code for a Flutter app that can... |
|
Experimental |
| 52 |
VisualPT/MLKitPoseDetection
Pose Detection for Flutter using iOS MLKit 📱 🖼 🕺 |
|
Experimental |
| 53 |
Tarikul405676/The-Simpsons-App
🍩 Explore the world of The Simpsons with this modern web app, featuring a... |
|
Experimental |
| 54 |
kenresoft/dart_functions
Collection of useful and intuitive dart functions of different applications... |
|
Experimental |
| 55 |
william-herring/cloudvision
Cloud app for science project |
|
Experimental |
| 56 |
juancastillo0/tensorflow_dart
TensorFlow bindings in Dart. API modeled after TensorFlowJS. Works using... |
|
Experimental |
| 57 |
Duks31/mnist-app
Mnist, DeepLearning, App Development |
|
Experimental |
| 58 |
unnatii14/aquavision-flutter
A Flutter mobile and web application for AI-powered fish species... |
|
Experimental |
| 59 |
furkangenca/catify-mobile-ai
Real-time cat emotion detection app — Built with Flutter and MobileNetV2 (TFLite) |
|
Experimental |
| 60 |
SatYu26/Flutter-X-Mask_Recognition_Model
This App can detect if a person is wearing mask or not using on-Device... |
|
Experimental |
| 61 |
Raxcore-dev/rax-ai-flutter-sdk
🚀 Official Flutter SDK for Rax AI Platform - OpenAI-compatible AI API client... |
|
Experimental |
| 62 |
BernardMoy/Lost-and-Found
A Lost and Found Mobile App dissertation project |
|
Experimental |
| 63 |
Shubh07x/Event-Flow
📅 Flutter + Firebase mobile app for college seminar management — QR... |
|
Experimental |
| 64 |
angelamariaabraham/BookFusion
Cross-platform book discovery app with on-device TF-IDF recommendations,... |
|
Experimental |
| 65 |
Priyansh07J/ai-microlearning-platform
AI-powered micro-learning mobile app using Flutter & Machine Learning |
|
Experimental |
| 66 |
luckymeow2586147/flutter-pizza-packing-animation
🍕 Create engaging pizza packing animations in Flutter, inspired by a modern... |
|
Experimental |
| 67 |
jayfunc/Sentiment-Analysis
Using Dart and Python to build a sentiment analysis Flutter app - 基于 Dart... |
|
Experimental |
| 68 |
Smoothnessjasper187/Assignment
👥 Build a user listing app using MVVM clean architecture for efficient data... |
|
Experimental |
| 69 |
amgdHussein/saveMe
Flutter mobile app used to help the community find missing people. |
|
Experimental |
| 70 |
Shantanu66/RealityConjurer
A cross platform App built in Flutter that generates Real-life/reality... |
|
Experimental |
| 71 |
eusoumabel/flutter_machine_learning
It's an app that uses Firebase ML Kit and TensorFlow to capture information... |
|
Experimental |
| 72 |
tawafmesar/EmotionDetectedByAI
EmotionDetectedByAI 🤖😃 is an application built with Flutter, Dart, and ML.... |
|
Experimental |
| 73 |
punreachrany/Flutter-Teachable-Machine-Tflite
Flutter Machine Learning App with TFLite |
|
Experimental |
| 74 |
CRYPTOcoderAS/Marvels-ML
An android application which takes the image and identify the “superhero”... |
|
Experimental |
| 75 |
nipunai7/motionLearn
Motion Learn is a Mobile Application that will help you to sharpen your... |
|
Experimental |
| 76 |
Sipher2003/BTP-MobileApp
Mobile App of Beyond The Pitch Project |
|
Experimental |
| 77 |
JosuaMnl/Re-Clothes
ReClothes: A sustainable fashion mobile app using Kotlin and Jetpack... |
|
Experimental |
| 78 |
askpradana/peanote-mobile
Frotnend application for peanote projects |
|
Experimental |
| 79 |
ahmadexe/Flutter-Google-ML-Kit
ML Kit with Flutter, tap into the world of AI powered mobile apps. |
|
Experimental |
| 80 |
Ankitkumargautam/classify_cat_dog
This is a project about creating a flutter application that uses a... |
|
Experimental |
| 81 |
M-Z-5474/Neuro_Gambling_Scanner
"Flutter app that predicts gambling addiction risk and provides real-time... |
|
Experimental |
| 82 |
aryan68125/My-Notes
This Notes application is built using material design language and Database... |
|
Experimental |
| 83 |
dinithmaleesha/flutter-image-classification
ClassiFy is a Flutter-based image classification app that uses machine... |
|
Experimental |
| 84 |
aliiakbarkhan/Clefairy-Application-Antigravity
A women safety appliction developed using Flutter. |
|
Experimental |
| 85 |
kenresoft/flutterassignment
A flutter app that helps to detect profane words and images from the user... |
|
Experimental |
| 86 |
Raruu/Rokku-Peepaa-Shizaa-Flutter
Flutter practice |
|
Experimental |
| 87 |
adarsh-dayanand/Dog-Breed-Recognition-Flutter
This is a Flutter Application for Dog Breed Recognition. Tensorflow lite is... |
|
Experimental |
| 88 |
imanng/react-native-example
This is source code example for react native |
|
Experimental |
| 89 |
Major-Project-Human-Surveillance/Eye-Spy
EyeSpy: Real-time Human Detection and Surveillance with Flutter and TensorFlow Lite |
|
Experimental |