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Flutter desktop application for classifying dog breeds using a pre-trained TensorFlow model. Users can upload a dog photo, and the app sends it to a Python script for prediction. The result is displayed with the top predicted dog breeds and probabilities. Note: Currently available for Windows only.

License

amolgorithm/windows-dog-classifier

🐾 Dog Classifier App

Welcome to the Dog Classifier app, your go-to destination for predicting dog breeds using a pre-trained TensorFlow model. Let's make dog identification pawsome! 🐢🌟

How to Use πŸš€

  1. Download the Installer:

  2. Run the Executable:

    • πŸƒβ€β™€οΈ Inside the Installer folder, run the dog_classifier.exe file.
  3. Upload a Dog Photo:

    • πŸ“Έ Click on the "Upload Photo" button to select a dog image for classification.
  4. View Predictions:

    • 🧠 Once uploaded, the app sends the image to Python for prediction, and the top predictions are displayed.

Supported OS πŸ–₯️

  • This application is currently supported for Windows only.

Python Module Requirements 🐍

To run the application make sure you have the following Python modules installed:

  • TensorFlow
  • NumPy

You can install them using the provided py_module_requirements.txt file.

pip install -r py_module_requirements.txt

About

Flutter desktop application for classifying dog breeds using a pre-trained TensorFlow model. Users can upload a dog photo, and the app sends it to a Python script for prediction. The result is displayed with the top predicted dog breeds and probabilities. Note: Currently available for Windows only.

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