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Verified signature--- license: mit datasets: - microsoft/cats_vs_dogs metrics: - accuracy tags: - image-classification - tensorflow - cnn - cats-vs-dogs - computer-vision --- # 🐱🐶 Cat vs Dog Classifier (TensorFlow CNN) A Convolutional Neural Network (CNN) model trained to classify images of **cats** and **dogs** using the [microsoft/cats_vs_dogs](https://huggingface.co/datasets/microsoft/cats_vs_dogs) dataset. Built using TensorFlow and trained on a balanced dataset of 23,000+ images. --- ## 🧠 Model Details | Field | Details | |-------------------|------------------------------------------| | **Architecture** | CNN (3 Conv layers + Dense + Dropout) | | **Framework** | TensorFlow / Keras | | **Input Shape** | 224 × 224 × 3 (RGB) | | **Output** | 2 classes: `Cat (0)`, `Dog (1)` | | **Loss Function** | Sparse Categorical Crossentropy | | **Optimizer** | Adam …b00d958 -
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