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Cats vs. Dogs Image Classification

This project showcases image classification of cats and dogs using a CNN. It includes data preprocessing, model building, training, and evaluation.

Overview

We've trained a model to classify images of cats and dogs with impressive results:

  • Precision: 92%
  • Recall: 96%
  • Accuracy: 94%

Usage

  1. Data Preparation: Ensure your dataset contains separate directories for cats and dogs.

  2. Model Training: Run the provided script to train the model. Adjust data paths and parameters as needed.

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A CNN image classifier.

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