MoveMentor 💃🏻

When Movement Meets Motication!

Setup 🛠️

Pre-Requisites: Flutter >= 3.7

1. Install TFLite dependencies for Android

Linux / MacOS

sh install.sh -d

Windows

install.bat -d

2. Install TFLite dependencies for iOS

• Download this file: TensorFlowLiteC.framework
• Place the TensorFlowLiteC.framework file in the pub-cache folder of the tflite_flutter package

• Linux/ Mac => ~/.pub-cache/hosted/pub.dev/tflite_flutter-/ios/
• Windows => %LOCALAPPDATA%\Pub\Cache\hosted\pub.dev\tflite_flutter-\ios\

** To use Metal on iOS: Download the file from this PR: https://github.com/am15h/tflite_flutter_plugin/pull/200/files and follow the instructions here: https://github.com/am15h/tflite_flutter_plugin/wiki/Build-iOS-binaries-with-GPU-delegate

3. Install Flutter Dependencies

flutter pub get

4. Run

flutter run

Model Specifications 👨🏻‍💻

• Using the MoveNet Lightning Single Pose Model
• Uses a 640x480 RGB image as input (Medium Resolution Preset for Android and iOS)
• Outputs an array with [x, y, confidence] (x, y are scaled according to the input image size)

Similarity Calulcation

Angle Between Two Lines: https://www.nagwa.com/en/explainers/407162748438/