

Plentify – AI Flower Classification Android AppPlentify – AI Flower Classification Android App
Plentify is an Android app that uses AI (CNN) to identify flowers (Tulip, Sunflower, Rose, Dandelion, Daisy)
Plentify – AI Flower Classification Android App
Plentify is an Android app that uses AI (CNN) to identify flowers (Tulip, Sunflower, Rose, Dandel...
Overview
Plentify is a modern Android application that uses AI-powered flower recognition to identify flowers instantly from photos taken with your device or selected from your gallery.
With support for Tulip, Sunflower, Rose, Dandelion, and Daisy, Plentify delivers high accuracy (~85%) using a TensorFlow Lite MobileNetV2 model, all processed locally without sending images to external servers.
The app features Firebase Authentication for user accounts, enabling logged-in users to save and view their classification history. Guests can still enjoy instant flower identification without account creation.
Built in Android Studio Giraffe with a clean UI, Plentify is perfect for developers, students, or anyone looking for an AI-based plant/flower recognition solution.
Features
AI Flower Classification (using TFLite + MobileNetV2, preprocessing included)
Camera & Gallery Support for flower image input.
Requirements
Android Studio Giraffe (or later)
Minimum Android version: 28 (Android 9)
Instructions
Instructions (Setup)
- Install Android Studio Giraffe.
- Open the project (
Plentify
) in Android Studio. - Download and add google-services.json from your Firebase project into the
app/
folder. - Enable Authentication (Email/Password or Google) in Firebase Console.
- Set up Realtime Database with rules for authenticated users.
- Sync Gradle, build the project, and run it on a device/emulator.
Instructions (Usage)
- Launch the app.
- Log in or register with Firebase (or continue as guest).
- Take a flower photo with the camera or choose from the gallery.
- View the classification result (e.g., Tulip, Rose).
- If logged in, check your analysis history.
- Visit the About page for app details and Privacy Policy.
Category | App Templates / Android / Applications / AI |
First release | 17 August 2025 |
Last update | 17 August 2025 |
Operating Systems | Android 9.0, Android 10.0, Android 11.0, Android 12.0 |
Files included | .py, .html, .apk, .java, .xml |
Tags | android, Java, offline app, ai, firebase, machine learning, deep learning, tensorflow lite, image classification, cnn, mobilenetv2, privacy focused, tflite |