microsoft / data-centric-satellite-segmentationLinks
Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.
☆53Updated 7 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…☆49Updated 5 months ago
- A toolkit that enables building damage assessments from remotely sensed imagery.☆138Updated last month
- Datasets to protect Earth's forests and biodiversity☆96Updated 6 months ago
- ☆60Updated last year
- Earth Observation Data Analysis Library☆99Updated 7 months ago
- ☆59Updated 5 months ago
- Buteo - Geospatial Analysis Meets AI☆27Updated 7 months ago
- GeeFlow - generate and process large-scale geospatial datasets with Google Earth Engine.☆91Updated this week
- Sensor Independent Cloud and Shadow Masking with Ambiguous Labels and Multimodal Inputs☆43Updated last year
- This repository contains the classification module of the WorldCereal system.☆75Updated this week
- A lightweight web client for Interactive Geospatial Feature Discovery.☆45Updated 2 weeks ago
- Code for running baseline models/experiments with the Fields of The World dataset☆109Updated last week
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆148Updated 9 months ago
- TerraMind is the first any-to-any generative foundation model for Earth Observation, built by IBM and ESA.☆166Updated last week
- Hydro -- A Foundation Model for Water in Satellite Imagery☆57Updated 9 months ago
- MapMiner is a powerful tool designed to efficiently extract and process geospatial data from various sources. Leveraging advanced technol…☆45Updated last week
- PlotToSat can extract time-series from Sentinel-1 and Sentinel-2 at multiple to thousands of plots (circular regions)☆31Updated last month
- ☆87Updated 3 years ago
- A catalogue of open access forest datasets☆196Updated last year
- Earth observation framework for scaled-up processing in Python☆46Updated 2 months ago
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆65Updated 2 months ago
- A Python package for Remote Sensing Data Analysis☆126Updated last year
- Google Earth Engine Feature Collections via Dask Dataframes☆67Updated 8 months ago
- A Python package to super-resolve Sentinel-2 satellite imagery up to 2.5 meters.☆57Updated 5 months ago
- An ecosystem of data, models and code pipelines to tackle flooding with ML🌊☆172Updated 3 months ago
- ☆74Updated 2 months ago
- Tutorial describing how to run SAM2 on a geotiff-file and export the resulting masks to a georeferenced geopackage vector file☆20Updated 10 months ago
- On-Demand Earth System Data Cubes (ESDCs) in Python☆196Updated 6 months ago
- Image segmentations of trees outside forest☆170Updated 10 months ago
- ☆35Updated 5 months ago