A graphical image classification application built with Taipy GUI and TensorFlow Keras, trained on CIFAR-10. Users can upload an image and get real-time predictions and probability for categories like airplane, cat, dog, truck, automobile, bird, deer, frog, horse, ship.
- Simple and intuitive GUI using Taipy
- Classifies images into 10 CIFAR-10 categories
- Displays predicted class and probability
- Works with standard image formats (
.png,.jpg)
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Create a virtual environment
python -m venv env -
Install dependencies
pip install -r requirements.txt
The trained TensorFlow model can be found here:
baseline_mariya.keras