instadeepai / InstaGeo-E2E-Geospatial-MLLinks
A python package for end-to-end geospatial machine learning using multispectral earth observation data such as NASA HLS and ESA Sentinel-2.
☆78Updated 2 months ago
Alternatives and similar repositories for InstaGeo-E2E-Geospatial-ML
Users that are interested in InstaGeo-E2E-Geospatial-ML are comparing it to the libraries listed below
Sorting:
- MapMiner is a powerful tool designed to efficiently extract and process geospatial data from various sources. Leveraging advanced technol…☆48Updated last week
- Earth observation framework for scaled-up processing in Python☆45Updated 4 months ago
- STAC Machine Learning Model (MLM) Extension to describe ML models, their training details, and inference runtime requirements.☆57Updated 2 weeks ago
- Geospatial ML Model Catalog Spec☆52Updated 3 years ago
- An Item and Collection extension to describe machine learning (ML) models that operate on Earth observation data.☆39Updated 6 months ago
- ☆58Updated last year
- A toolkit for optimizing cloud GeoTIFF streaming in PyTorch. Achieves 20x throughput and 90% GPU utilization through optimized data loadi…☆53Updated 7 months ago
- A survey of use cases and current data schemas for vector embeddings in geoparquet☆25Updated last year
- Python package for creating cloud-free mosaics from Sentinel-2 imagery, with flexible scene selection, multiple compositing methods, and …☆35Updated last week
- Rapid map creation with machine learning and earth observation data.☆79Updated last year
- Starter pack for the AI4Food challenge organised by TUM/DLR, Planet and Radiant Earth☆34Updated 2 years ago
- Experimental: connect ChatGPT to a STAC API backend☆53Updated 2 years ago
- End-to-end workflow for generating high resolution cropland maps☆110Updated 3 weeks ago
- Annotation tool for segmentation labeling in satellite imagery☆19Updated 11 months ago
- Dynamically create image chips from STAC items☆33Updated this week
- Annual and in-season crop mapping in Kenya☆24Updated 4 years ago
- ☆60Updated last week
- Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.☆161Updated last year
- Python library for cleaning and regularising building footprints in geospatial data, aligning edges to principal directions and simplifyi…☆215Updated 6 months ago
- Python library for creating and working with STAC catalogs☆69Updated 3 years ago
- A neural gym for training deep learning models to carry out geoscientific image segmentation. Works best with labels generated using http…☆51Updated 6 months ago
- Open-source repository for the ramp (Replicable AI for MicroPlanning) project☆43Updated 3 years ago
- Hydro -- A Foundation Model for Water in Satellite Imagery☆58Updated 11 months ago
- Cirrus deployment for Earth-search☆28Updated 2 years ago
- Sentinel-2 satellite tiles images downloader from Copernicus. Minimizes data download and combines multiple tiles to return a single area…☆46Updated 2 years ago
- Machine Learning for Earth Observation Training of Trainers Bootcamp☆102Updated 4 years ago
- ☆23Updated 9 months ago
- A toolkit that enables building damage assessments from remotely sensed imagery.☆140Updated last month
- A geospatial raster processing library for machine learning☆125Updated 2 years ago
- ☆60Updated last year