nrt-validate


Namenrt-validate JSON
Version 0.0.1a6 PyPI version JSON
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home_pageNone
SummaryValidation of alerting system results produced by tools like nrt
upload_time2025-02-04 09:12:57
maintainerNone
docs_urlNone
authorKeith Arano, Jonas Viehweger
requires_python>=3.9
licenseEUPL-1.2
keywords sentinel2 xarray validation forest monitoring change
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
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nrt-validate
************

*nrt-validate is a companion package to [nrt](https://github.com/ec-jrc/nrt), designed for near real-time monitoring of satellite image time series. It extends nrt's capabilities by providing tools for visual interpretation of time-series data, and for the creation and management of reference/validation datasets.*

Features
========
- Interactive time-series annotation interface built with jupyter widgets
- Spatial sampling for unbiased accuracy assessment
- Various estimator or accuracy (Olofsson et al., 2013; Stehman 2014) and timeliness (Bullocks et al., 2022)

Installation
============
To install nrt-validate, run:

.. code-block:: bash

    pip install nrt-validate

Usage
=====
Here is a basic example to get started with the interactive annotation interface in a Jupyter notebook. 

.. code-block:: python

    from nrt.validate.response import Interface
    from nrt.validate import data

    interface = Interface(cube=data.sentinel2_czechia(), features=samples_czechia())
    interface.display_interface()


            

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