Image Classification Android App with TensorFlow Lite for Beginner

TensorFlow Lite

  • Multiple platform support, covering Android and iOS devices, embedded Linux, and microcontrollers.
  • Multiple language support, which includes Java, Swift, Objective-C, C++, and Python.
  • High performance, with hardware acceleration and model optimization.

Add TensorFlow Lite to the Android app.

Processing image and showing result

Prepare layout for Your app

  • Image view, for displaying our captured bird photo.
  • Button, for launching the camera to take the photo.
  • Text view, to display output result.

Complete MainActivity.Kt

Final Result:

Watch the full video on youtube:

--

--

--

Hi everyone, myself Golap an Android app developer with UI/UX designer.

Love podcasts or audiobooks? Learn on the go with our new app.

Recommended from Medium

Android Notifications | Notification Channel | Big Picture Style | Android Studio

TableLayout in android a tutorial

[Android] Set up an environment for C++ native ndk18

How to add Facebook Banner, Interstitial and Native ads in android | Facebook Ads Integration

How to create OnBoarding Screens or Slider Screens with Shared Preference in android | Todo…

How to get int from String, also containing letters using Java?

Dynamically Change your app’s Behavior Using Remote Config

How to make options menu in Android (JAVA)

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Golap Gunjan Barman

Golap Gunjan Barman

Hi everyone, myself Golap an Android app developer with UI/UX designer.

More from Medium

Notes on Android Dev — Lecture 2 — Intro to Kotlin

Android Firebase Analytics Integration

Exploring Device Sensors in Android with Kotlin

Creating Your First Android App