---
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.