microsoft / data-centric-satellite-segmentationLinks
Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.
☆56Updated 9 months ago
Alternatives and similar repositories for data-centric-satellite-segmentation
Users that are interested in data-centric-satellite-segmentation are comparing it to the libraries listed below
Sorting:
- A toolkit for optimizing cloud GeoTIFF streaming in PyTorch. Achieves 20x throughput and 90% GPU utilization through optimized data loadi…☆53Updated 8 months ago
- Datasets to protect Earth's forests and biodiversity☆102Updated last month
- A toolkit that enables building damage assessments from remotely sensed imagery.☆140Updated last month
- A lightweight web client for Interactive Geospatial Feature Discovery.☆48Updated 2 weeks ago
- GeeFlow - generate and process large-scale geospatial datasets with Google Earth Engine.☆108Updated 2 months ago
- ☆60Updated last year
- Sensor Independent Cloud and Shadow Masking with Ambiguous Labels and Multimodal Inputs☆43Updated last year
- ☆60Updated last week
- Earth Observation Data Analysis Library☆99Updated 10 months ago
- MapMiner is a powerful tool designed to efficiently extract and process geospatial data from various sources. Leveraging advanced technol…☆48Updated 2 weeks ago
- GeoPatch is a package for generating patches from remote sensing data☆55Updated 6 months ago
- Buteo - Geospatial Analysis Meets AI☆27Updated last week
- A Python Package for Visualizing and Analyzing Hyperspectral Data in Coastal Environments☆252Updated this week
- ☆89Updated 3 years ago
- An ecosystem of data, models and code pipelines to tackle flooding with ML🌊☆177Updated 6 months ago
- A Python package for Remote Sensing Data Analysis☆235Updated last week
- Python library for cleaning and regularising building footprints in geospatial data, aligning edges to principal directions and simplifyi…☆220Updated 6 months ago
- Parameter-Efficient Fine-Tuning for Geospatial Foundation Models☆22Updated 4 months ago
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆177Updated 11 months ago
- ☆26Updated 2 months ago
- A Python package for smoothing and refining geometries derived from raster data classifications. Smoothify transforms jagged polygons and…☆187Updated last month
- Hydro -- A Foundation Model for Water in Satellite Imagery☆58Updated last year
- A geospatial raster processing library for machine learning☆124Updated 2 years ago
- Geospatial Image Labeling Tool (GeoVision Labeler)☆76Updated 6 months ago
- This repository contains the classification module of the WorldCereal system.☆81Updated this week
- PlotToSat can extract time-series from Sentinel-1 and Sentinel-2 at multiple to thousands of plots (circular regions)☆33Updated 4 months ago
- Code for running baseline models/experiments with the Fields of The World dataset☆116Updated last week
- Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.☆160Updated last year
- ☆135Updated last year
- ☆40Updated 7 months ago