Flutter Image Classification

This app classifies images based on any TFLite image classification model.
A sample model has been provided to classify cats vs. dogs.

Instructions to use on your tflite model

1. Install flutter & clone repository.
2. Modify the model in assets/tflite/[name].tflite.
3. Modify the class names in assets/tflite/[name].txt represent your classes (see example below).
4. Modify both [name].tflite and [name].txt in pubspec.yaml (see example below).
5. Change the loadModel function in lib/main.dart to load your [name].tflite and [name].txt (see example below).
6. Run Flutter app. The tflite package uses v1 embeddings so we need to pass in –ignore-deprecation.

flutter run --ignore-deprecation

cats_dogs.txt

Cat
Dog

pubspec.yaml

assets {
    - assets/tflite/[name].tflite
    - assets/tflite/[name].txt
}

lib/main.dart

String res = await Tflite.loadModel(
    model: "assets/tflite/[name].tflite",
    labels: "assets/tflite/[name].txt",
) ?? '';

GitHub

View Github