amolgorithm/windows-dog-classifier

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.

🐾 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 🚀

1. Download the Installer:

   • 📥 Go to the Installer folder.

2. Run the Executable:

   • 🏃‍♀️ Inside the Installer folder, run the dog_classifier.exe file.

3. Upload a Dog Photo:

   • 📸 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 🖥️

• 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