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| title: Duo Image Classifier | |
| emoji: ⚡ | |
| colorFrom: yellow | |
| colorTo: gray | |
| sdk: gradio | |
| sdk_version: 5.47.1 | |
| app_file: app.py | |
| pinned: false | |
| Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference | |
| # 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. | |