Flutter Landmark Classifier

This is a project that can recognize and search landmarks in each region (Asia, South America, North America, Europe, Oceania, Antarctica). Complete working code for iOS emulators and Android physical devices/emulators is provided.Unfortunately, the performance of the tflite model results worse than the example provided in tfhub. To be used in real-world projects, you need to improve the performance of your model. I have used onlinecsvtool to delimit the labelmaps provided in tfhub and converted them to .txt format for easy parsing.

Instructions to follow for Andriod physical devices/emulators 👇

• Step 1: Go to command prompt and cd to the root directory of the project.

• Step 2: Execute the command install.bat on the terminal.

• Step 3: Run main.dart

     

TfHub Models 👇

• Africa Landmark Model

• Asia Landmark Model

• Europe Landmark Model

• North America Landmark Model

• Oceania Landmark Model

• South America Landmark Model

Pubspec Packages 👇

• Multi Image Picker ⤜ Documentation

• Tflite Flutter ⤜ Documentation

• Tflite Flutter Helper ⤜ Documentation

• URL Launcher ⤜ Documentation

• Image ⤜ Documentation