Vision AI — Flutter demo app from TechWithSam YouTube tutorial
If you've ever wanted AI in your Flutter app without Gemini API costs, this is it.
Watch the full tutorial here: https://youtu.be/QqZ7ndRR6qg
Read the article here: https://techwithsam.medium.com/on-device-ai-in-flutter-2026-tensorflow-lite-tutorial-image-classifier-app-f5160cd23fc2
Screenshot:
- App screenshot (saved at
assets/screenshot.png):
-
Install dependencies:
- Run
flutter pub get
- Run
-
Run on a connected device or simulator:
flutter run
- Model files are in the
models/folder (for example:mobilenet_v1.tflite,labels.txt). - UI code is under
lib/and platform integration is provided for Android and iOS in their respective folders.
Place the tutorial screenshot file at assets/screenshot.png (the repository references this path in the README). If the binary image was not added automatically, copy the provided screenshot into assets/screenshot.png so it appears above.
- Flutter docs: https://docs.flutter.dev/
- TensorFlow Lite: https://www.tensorflow.org/lite
If you want, I can also add the actual assets/screenshot.png file to the repo now (if you want me to write the binary image into the workspace). Would you like me to add the image file and commit the changes?
