Realtime yoga pose detection and classification plugin for Flutter using MLKit

Related tags

Machine Learning flutter-ml-kit-pose-plugin
Overview

ML Kit Pose Detection Plugin

Flutter plugin for realtime pose detection using MLKit's Blazepose.

License

Copyright (c) 2021 Souvik Biswas, Bharat Biradar, Francisco Bernal

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

You might also like...
Sample code for Core ML using ResNet50 provided by Apple and a custom model generated by coremltools.
Sample code for Core ML using ResNet50 provided by Apple and a custom model generated by coremltools.

CoreML-samples This is the sample code for Core ML using ResNet50 provided by Apple. ResNet50 can categorize the input image to 1000 pre-trained categ

Yuta Akizuki 39 Nov 11, 2022
WhatPet - A basic app that classifies images of dogs, cats and rabbits using CoreML
WhatPet - A basic app that classifies images of dogs, cats and rabbits using CoreML

WhatPet ✓ A basic app that classifies images of dogs, cats and rabbits using Cor

Micaella Morales 0 Jan 6, 2022
Automatic spoken language identification (LID) using deep learning.

iLID Automatic spoken language identification (LID) using deep learning. Motivation We wanted to classify the spoken language within audio files, a pr

Thomas Werkmeister 85 Apr 3, 2022
Automatic colorization using deep neural networks. Colorful Image Colorization. In ECCV, 2016.
Automatic colorization using deep neural networks. Colorful Image Colorization. In ECCV, 2016.

Colorful Image Colorization [Project Page] Richard Zhang, Phillip Isola, Alexei A. Efros. In ECCV, 2016. + automatic colorization functionality for Re

Richard Zhang 3k Dec 27, 2022
Hand-gesture recognition on iOS app using CoreML
Hand-gesture recognition on iOS app using CoreML

GestureAI-CoreML-iOS Hand-gesture recognizer using CoreML Demo Screenshots This app is using RNN(Recurrent Neural network) with CoreML on iOS11. The m

null 151 Nov 2, 2022
An example of CoreML using a pre-trained VGG16 model

CoreMLExample In this example we use AVFoundation to continuously get image data from the back camera, and try to detect the dominant objects present

Aleph Retamal 34 Apr 22, 2022
Text-cli - Command line tool for extracting text from images using Apple's Vision framework
Text-cli - Command line tool for extracting text from images using Apple's Vision framework

text-cli Command line tool for extracting text from images using Apple's Vision

San Francisco International Airport Museum 9 Aug 29, 2022
Artificial intelligence/machine learning data structures and Swift algorithms for future iOS development. bayes theorem, neural networks, and more AI.

Swift Brain The first neural network / machine learning library written in Swift. This is a project for AI algorithms in Swift for iOS and OS X develo

Vishal 331 Oct 14, 2022
Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux
Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux

DL4S provides a high-level API for many accelerated operations common in neural networks and deep learning. It furthermore has automatic differentiati

Palle 87 Dec 29, 2022
Comments
  • runing under ios fail

    runing under ios fail

    when i click pose detector with classifier console show this every time and halt it

    The selected imageFormatGroup is not supported by iOS. Defaulting to brga8888 [VERBOSE-2:ui_dart_state.cc(209)] Unhandled Exception: MissingPluginException(No implementation found for method vision#startPoseDetectorWithCl on channel google_ml_kit) #0 MethodChannel._invokeMethod (package:flutter/src/services/platform_channel.dart:165:7) #1 PoseDetector.processImage (package:google_ml_kit/src/vision/pose_detector.dart:40:20) #2 _PoseDetectorViewState.processImage (package:google_ml_kit_example/VisionDetectorViews/pose_detector_view.dart:82:19) my env is below [✓] Flutter (Channel stable, 2.8.1, on macOS 11.6.1 20G224 darwin-x64, locale zh-Hant-TW) [✓] Xcode - develop for iOS and macOS (Xcode 13.2.1) [✓] Chrome - develop for the web [☠] IntelliJ IDEA Community Edition (the doctor check crashed) ✗ Due to an error, the doctor check did not complete. If the error message below is not helpful, please let us know about this issue at https://github.com/flutter/flutter/issues. ✗ FormatException: Unexpected extension byte (at offset 5) [✓] VS Code (version 1.62.1) [✓] Connected device (2 available) runner to iphone 13 pro with ios 15.1

    opened by meluwu 0
Owner
Souvik Biswas
Android, iOS & Flutter Developer | C++, Java and Dart Programmer | Technical Writer @Medium & @NevercodeHQ | @udacity Secure and Private AI '19 Scholar
Souvik Biswas
GitHub
MLKit is a simple machine learning framework written in Swift.

MLKit (a.k.a Machine Learning Kit) ?? MLKit is a simple machine learning framework written in Swift. Currently MLKit features machine learning algorit

Guled 152 Nov 17, 2022
Resource monitor - A flutter plugin for Android and IOS to monitor CPU and RAM usage of device.

resource_monitor A flutter plugin for Android and IOS to monitor CPU and RAM usage of device. TODO Implement Android Side of this plugin. Add listener

Skandar Munir 1 Nov 11, 2022
👀 iOS11 demo application for age and gender classification of facial images.

Faces Vision Demo iOS11 demo application for age and gender classification of facial images using Vision and CoreML. Model This demo is based on the a

Cocoa AI 300 Dec 9, 2022
🖼 iOS11 demo application for image style classification.

Styles Vision Demo A Demo application using Vision and CoreML frameworks to detect the most likely style of the given image. Model This demo is based

Cocoa AI 47 Oct 22, 2022
🌸 iOS11 demo application for flower classification.

Flowers Vision Demo iOS11 demo application for flower classification using Vision and CoreML frameworks. Model This demo is based on Caffe CNNs for th

Cocoa AI 93 Nov 16, 2022
Pose Estimation on iOS with TensorFlow Lite

This project is Pose Estimation on iOS with TensorFlow Lite. If you are interested in iOS + Machine Learning, visit here you can see various DEMOs. 2D

tucan9389 125 Nov 28, 2022
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

mtcnn-caffe Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks. This project provide you a method to update mu

Weilin Cong 500 Oct 30, 2022
On-device wake word detection powered by deep learning.

Porcupine Made in Vancouver, Canada by Picovoice Porcupine is a highly-accurate and lightweight wake word engine. It enables building always-listening

Picovoice 2.8k Dec 30, 2022
CloneCorp - Data corpus for the evaluation of cross-language clone detection algorithms

CloneCorp - Data corpus for the evaluation of cross-language clone detection algorithms

FLAGlab 1 Jan 31, 2022
Tiny YOLO for iOS implemented using CoreML but also using the new MPS graph API.

YOLO with Core ML and MPSNNGraph This is the source code for my blog post YOLO: Core ML versus MPSNNGraph. YOLO is an object detection network. It can

Matthijs Hollemans 900 Dec 31, 2022