--- language: en tags: - image-classification - fastai - vision datasets: - cats license: mit library_name: fastai --- # Cat Image Classifier This model classifies whether an input image contains a cat or not. You can use the model through: 1. The interface above - just upload an image and get predictions 2. Programmatically using the code below ## Programmatic Usage ```python from fastai.learner import load_learner from huggingface_hub import hf_hub_download # Download the model model_path = hf_hub_download(repo_id="RamyKhorshed/Lesson2FastAi", filename="model.pkl") model = load_learner(model_path) # Make a prediction img_path = "path/to/your/image.jpg" pred, pred_idx, probs = model.predict(img_path) print(f"Prediction: {pred}") print(f"Confidence: {probs[pred_idx]:.4f}") ```