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README.md

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 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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+# Duo Image Detector
+
+This Gradio app classifies uploaded images into one of two categories: **duo** or **no_duo**.  
+It demonstrates how to deploy an AutoGluon **multimodal image predictor** with a user-friendly interface.
+
+## How to Use
+1. Upload an image (PNG/JPG) or capture one with your webcam.
+2. The app will automatically run the prediction.
+3. View the predicted class probabilities in real time.
+
+Representative examples from the training dataset are provided for quick testing.
+
+## Model Information
+- **Model**: [SebastianAndreu/2025-24679-HW1-Part2-image-autogluon-predictor](https://huggingface.co/SebastianAndreu/2025-24679-HW1-Part2-image-autogluon-predictor)  
+- **Framework**: AutoGluon Multimodal v1.4.0  
+- **Dataset**: [scottymcgee/duo-image-dataset](https://huggingface.co/datasets/scottymcgee/duo-image-dataset)  
+
+## Notes
+- Predictions are probabilistic and intended for demonstration/educational purposes only.
+