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aynpath-object_detection

Overview

This repository provides the TFLite object detection model and labels used in the Ayn-Path Mobile App for real-time indoor object detection and navigation assistance.

Usage

  1. Place the .tflite model inside your assets/models/ folder.
  2. Update pubspec.yaml to include the model:
flutter:
  assets:
    - assets/models/object_detection.tflite

Notes/Limitations

  • Make sure the input image size matches the model’s required dimensions (e.g., 300x300).
  • Use the tflite_flutter_helper package for easier image preprocessing. For this project, I use the older version for all the dependencies due to the compatibility of my android device:
dependencies:
  tflite_flutter: ^0.9.0
  tflite_flutter_helper: ^0.2.1
  image: ^3.2.0

About

Object detection file for the app

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