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README.md

Eyedentifier - Android App

Introduction

The app currently builds on ssd-mobilenet and YOLO. The models have been trained on Pascal VOC 2012 with 20 classes.

Requirments

  • Android Studio (3.1.2)
  • Android SDK (API level 27)
  • Android mobile (running at least 5.0 - Lollipop)
  • Android NDK (v 16.1.4479499)
  • CMake

Compilation Instructions

To run the app through Android studio, you need to enable ADB debugging:

  1. Go to Mobile's Settings > About Phone
  2. Scroll down to build number and tap on it continuously for 8 times (You'll get a toat you are now a developer)
  3. Go back to Settings > Developer Options (This would have been hidden previously)
  4. Scroll down to ADB Debugging and turn it on

To run the project in Android Studio:

  1. Import Android App folder in Android Studio
  2. Plugin your Android mobile
  3. Click on the Run App button (Similar to Play button)
  4. Click on your mobile device and click Run
  5. Wait for the gradle build and the app will be installed in your mobile

App Names: TF - MobileNet and Yolo Detection

NOTE:

  • The app compiles against latest SDK: 27
  • Min SDK Version required: 21 (since Tensorflow is supported for APIs >=21)
  • The app builds libtensorflow_eyedentifier.so - the JNI interface for Object Tracking - for x86, armeabi-v7a, arm64-v8a and x86_64 using cmake *libtensorflow_inference.so - JNI interface for Tensorflow - is downloaded as a dependency in gradle
  • Edit build.gradle to modify any of the above properties

Screenshots

License

MIT License

Copyright (c) 2018 Dinesh Prasanth M K

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.