title	emoji	colorFrom	colorTo	sdk	sdk_version	app_file	pinned	license
OOD Detection	🧐	purple	purple	gradio	3.12.0	app.py	true	mit

OOD Detection Demo 🧐

Out-of-distribution (OOD) detection is an essential safety measure for machine learning models. This app demonstrates how these methods can be useful. They try to determine wether we can trust the predictions of a ResNet-50 model trained on ImageNet-1K.

This demo is online at https://huggingface.co/spaces/edadaltocg/ood-detection

Running Gradio app locally

1. Install dependencies:

pip install -r requirements.txt

2. Run the app:

python app.py

3. Open the app in your browser at http://localhost:7860.