detectors 0.1.11

Detectors: a python package to benchmark generalized out-of-distribution detection methods.

07-21-2023 154 words One minute 0 views

Contents

This is a comprehensive library for generalized Out-of-Distribution (OOD) detection research. It provides over 20 detection methods, evaluation pipelines, OOD datasets, and model architectures integrated with timm. Additionally, it offers fast OOD evaluation metrics, multi-layer detection methods, and pipelines for open set recognition and covariate drift detection.

7 Stars :star:

Stars: 7, Watchers: 7, Forks: 0, Open Issues: 0

The edadaltocg/detectors repo was created 1 years ago and the last code push was 4 weeks ago. The project is not very popular with only 7 github stars!

How to Install detectors

You can install detectors using pip

pip install detectors

or add it to a project with poetry

poetry add detectors

Package Details

Author: Eduardo Dadalto
License: APACHE 2.0
Homepage: https://github.com/edadaltocg/detectors
PyPi:: https://pypi.org/project/detectors/
GitHub Repo:: https://github.com/edadaltocg/detectors

Classifiers

Scientific/Engineering/Artificial Intelligence

No detectors pypi packages just yet.

Errors

A list of common detectors errors.

Code Examples

Here are some detectors code examples and snippets.

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