📸 ClassiPic - An Image classifier 🔍
Image classification system with GUI using Convolutional Neural Network for the CIFAR-10 dataset
CNN Architecture ⚙️
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Designed using the TensorFlow and Keras framework.
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The model comprises
- Convolutional layers with rectified linear unit (ReLU) activation
- Max-pooling layers for downsampling
- Flattening layer
- Dense layers.
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The output layer uses "softmax activation" for multi-class classification.
Graphical User Interface (GUI) 🎨🖱️
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Developed using the " TaiPy " library, allowing users to interact with the image classifier.
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Provides an image selector, prediction display, and an indicator for the predicted class probability.
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Users can visualize the model's predictions in real-time by selecting an image through the GUI.
