worldcereal-classification
Classification tool
A cloud-based, Python package for generating cropland and crop type maps using satellite and auxiliary data, with a focus on scalable, customizable, and easy-to-use classification pipelines.
This repository contains the classification module of the WorldCereal system.
38 stars
6 watching
4 forks
Language: Python
last commit: about 1 month ago
Linked from 1 awesome list
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 conservationinternational/trends.earth | An online tool to analyze land change and track progress towards sustainable development goals | 111 |
 agriculturalmodelexchangeinitiative/pycrop2ml | A tool to generate components from Crop2ML declarative language and facilitate conversion between platforms. | 19 |
 earth-chris/elapid | Software package for species distribution modeling using geospatial data and machine learning algorithms | 56 |
 pysal/mapclassify | Provides a set of tools for classifying data to be used in choropleth maps | 141 |
 kmarkert/cartoee | A Python package for processing Earth Engine data and creating publication-quality maps using Cartopy. | 47 |
 weecology/deeptreeattention | An implementation of a deep learning model for tree species classification from hyperspectral images | 120 |
 imageomics/bioclip | A deep learning framework trained on a large biological image dataset to learn taxonomic labels and classify images. | 174 |
 daleroberts/bv | Tools for quickly viewing satellite and hyperspectral images in the terminal | 228 |
| weecology/deepforest | A Python package for training and predicting ecological objects in airborne imagery using deep learning object detection networks. | 529 |
 kde/marble | A virtual globe and world atlas for learning about the Earth and other planets | 130 |
 raphaelquast/eomaps | A Python package to create interactive maps of geographical datasets | 341 |
 hector-sab/dim_datacreation | A data creation tool for training Deep Image Matting models using the SURREAL Database and Unannotated Databases. | 34 |
 iwpnd/pyle38 | An asynchronous client for Tile38's in-memory geo-database | 75 |
 zecojls/tagee | A Python package providing a simple interface to calculate various terrain attributes from digital elevation models in Google Earth Engine. | 72 |
 tropycal/tropycal | A Python package for analyzing tropical cyclone data, including past storms and real-time data. | 150 |