mbzuai-oryx / TerraFMLinks
TerraFM is a scalable foundation model for unified multisensor Earth observation, trained on 18.7M Sentinel-1/2 tiles and achieving state-of-the-art results on GEO-Bench and Copernicus-Bench.
☆28Updated 5 months ago
Alternatives and similar repositories for TerraFM
Users that are interested in TerraFM are comparing it to the libraries listed below
Sorting:
- Towards a Unified Copernicus Foundation Model for Earth Vision☆111Updated last month
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆80Updated 6 months ago
- Code for running baseline models/experiments with the Fields of The World dataset☆110Updated this week
- Hydro -- A Foundation Model for Water in Satellite Imagery☆57Updated 9 months ago
- Repo for testing foundation models☆55Updated last year
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆24Updated 9 months ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆62Updated 5 months ago
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆36Updated 2 months ago
- Multi-Spectral Remote Sensing Image Retrieval using Geospatial Foundation Models☆51Updated 2 months ago
- Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)☆65Updated 2 months ago
- Multi-label guided soft contrastive learning for efficient Earth observation pretraining☆22Updated last year
- Chesapeake RSC dataset introduced in "Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial image…☆51Updated 3 weeks ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆158Updated 4 months ago
- Official repository of the ben-ge Earth Observation dataset☆18Updated last year
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆85Updated 3 months ago
- Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery. Foundation Model for Field Boundary Delineation.☆94Updated this week
- ☆34Updated last year
- download Google Earth Engine datasets to tiles as geotiff arrays☆73Updated 8 months ago
- ☆40Updated last year
- Towards Robust Evaluation for Geospatial Foundation Models☆231Updated 4 months ago
- ☆132Updated last year
- PyTorch EO aims to make Deep Learning for Earth Observation data easy and accessible to real-world cases and research alike.☆49Updated 6 months ago
- Masked Autoencoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data☆25Updated 3 weeks ago
- A toolkit for optimizing cloud GeoTIFF streaming in PyTorch. Achieves 20x throughput and 90% GPU utilization through optimized data loadi…☆49Updated 5 months ago
- ☆60Updated last year
- SegEval is a Python library that provides tools for evaluating semantic segmentation models☆14Updated 2 years ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆55Updated 2 years ago
- ☆177Updated last month
- Earth Observation Training Datasets☆46Updated last week
- ☆26Updated 6 months ago