microsoft / data-centric-satellite-segmentationLinks
Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.
☆45Updated 5 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…☆46Updated 3 months ago
- A toolkit that enables building damage assessments from remotely sensed imagery.☆132Updated 5 months ago
- ☆57Updated last year
- Datasets to protect Earth's forests and biodiversity☆89Updated 4 months ago
- GeeFlow - generate and process large-scale geospatial datasets with Google Earth Engine.☆83Updated 2 months ago
- Sensor Independent Cloud and Shadow Masking with Ambiguous Labels and Multimodal Inputs☆40Updated 11 months ago
- ☆58Updated 3 months ago
- Earth Observation Data Analysis Library☆99Updated 5 months ago
- Buteo - Geospatial Analysis Meets AI☆27Updated 5 months ago
- TerraMind is the first any-to-any generative foundation model for Earth Observation, built by IBM and ESA.☆128Updated last week
- A lightweight web client for Interactive Geospatial Feature Discovery.☆38Updated 6 months ago
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆136Updated 7 months ago
- Earth observation framework for scaled-up processing in Python☆45Updated this week
- This repository contains the classification module of the WorldCereal system.☆56Updated last week
- Jeo: Jax model training lib for Earth Observation☆139Updated 4 months ago
- A catalogue of open access forest datasets☆191Updated 10 months ago
- The 🌏 data science library you've been waiting for~☆84Updated last year
- Code for running baseline models/experiments with the Fields of The World dataset☆95Updated last week
- Hydro -- A Foundation Model for Water in Satellite Imagery☆57Updated 7 months ago
- Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.☆153Updated last year
- Repo for testing foundation models☆56Updated last year
- Super-resolution of 10 Sentinel-2 bands to 5-meter resolution, starting from L1C or L2A (Theia format) products.☆98Updated 6 months ago
- Tutorial describing how to run SAM2 on a geotiff-file and export the resulting masks to a georeferenced geopackage vector file☆20Updated 8 months ago
- Google Earth Engine Feature Collections via Dask Dataframes☆66Updated 6 months ago
- A community-driven effort to make examples, user-defined processes and code snippets available in a single place.☆49Updated last week
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆36Updated 3 weeks ago
- A Python package for Remote Sensing Data Analysis☆203Updated 10 months ago
- A Python Package for Visualizing and Analyzing Hyperspectral Data in Coastal Environments☆217Updated last week
- download Google Earth Engine datasets to tiles as geotiff arrays☆70Updated 6 months ago
- An ecosystem of data, models and code pipelines to tackle flooding with ML🌊☆166Updated last month