sustainlab-group / sustainbenchLinks
☆114Updated 2 years ago
Alternatives and similar repositories for sustainbench
Users that are interested in sustainbench are comparing it to the libraries listed below
Sorting:
- Code and data to support our paper☆77Updated 3 years ago
- Implementation and examples for Tile2Vec☆115Updated last year
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆142Updated 3 weeks ago
- Earth Observation dataset preprocessing tools for Deep Learning☆39Updated 11 months ago
- ☆56Updated 2 years ago
- An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…☆85Updated last year
- Repo for testing foundation models☆56Updated last year
- ☆162Updated 3 years ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆19Updated 3 months ago
- AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.☆201Updated 5 months ago
- An open and accessible datacube for environmental and earth system monitoring☆30Updated 10 months ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆67Updated 2 years ago
- Jeo: Jax model training lib for Earth Observation☆136Updated 3 months ago
- TorchSpatial offers a comprehensive framework and benchmark suite designed to advance Spatial Representation Learning (SRL).☆147Updated 3 months ago
- This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.☆363Updated 3 weeks ago
- Rapid map creation with machine learning and earth observation data.☆76Updated 8 months ago
- Open source remote sensing dataset with benchmarks☆200Updated last year
- 🌍 A curated list of MIT faculty that tackle climate change with machine learning for applying students, undergraduates, or others☆48Updated 5 months ago
- Task-Informed Meta-Learning☆19Updated 2 years ago
- Download and access remote sensing data from any platform☆158Updated 2 years ago
- An ecosystem of data, models and code pipelines to tackle flooding with ML🌊☆161Updated this week
- ☆225Updated last year
- The WorldStrat Dataset☆257Updated last year
- a deep model that segments water on multispectral images☆148Updated 2 years ago
- Generating AI-ready datasets in python for air quality and EO-related studies using Google Earth Engine☆85Updated last year
- A Satellite Time Series Dataset for Crop Type Identification☆205Updated 3 years ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆240Updated last month
- A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger f…☆54Updated 6 months ago
- ☆39Updated 4 years ago
- ☆117Updated 9 months ago