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.
☆77Updated 2 weeks 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:
- Earth observation framework for scaled-up processing in Python☆45Updated 2 months ago
- MapMiner is a powerful tool designed to efficiently extract and process geospatial data from various sources. Leveraging advanced technol…☆45Updated 2 weeks ago
- A toolkit for optimizing cloud GeoTIFF streaming in PyTorch. Achieves 20x throughput and 90% GPU utilization through optimized data loadi…☆52Updated 6 months ago
- Starter pack for the AI4Food challenge organised by TUM/DLR, Planet and Radiant Earth☆34Updated 2 years ago
- Rapid map creation with machine learning and earth observation data.☆77Updated last year
- ☆58Updated last year
- TerraMind is the first any-to-any generative foundation model for Earth Observation, built by IBM and ESA.☆190Updated this week
- A tool for developing remote sensing datasets and models.☆58Updated last week
- Geospatial ML Model Catalog Spec☆52Updated 3 years ago
- STAC Machine Learning Model (MLM) Extension to describe ML models, their training details, and inference runtime requirements.☆55Updated last week
- Hydro -- A Foundation Model for Water in Satellite Imagery☆57Updated 10 months ago
- Dynamically create image chips from STAC items☆33Updated this week
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆36Updated 3 months ago
- A toolkit that enables building damage assessments from remotely sensed imagery.☆140Updated this week
- The 🌏 data science library you've been waiting for~☆85Updated last year
- ☆60Updated last year
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆155Updated 10 months ago
- Adding language to Clay☆13Updated last year
- PyTorch EO aims to make Deep Learning for Earth Observation data easy and accessible to real-world cases and research alike.☆49Updated 7 months ago
- Code for running baseline models/experiments with the Fields of The World dataset☆111Updated last week
- Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.☆159Updated last year
- ☆36Updated last year
- End-to-end workflow for generating high resolution cropland maps☆110Updated last month
- ODEON is a task-agnostic framework for deep learning applied to remote sensing☆22Updated last week
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆107Updated last year
- ☆132Updated last year
- ☆78Updated last year
- A survey of use cases and current data schemas for vector embeddings in geoparquet☆26Updated last year
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆163Updated 2 years ago
- Experimental: connect ChatGPT to a STAC API backend☆53Updated 2 years ago