sustainlab-group / sustainbenchLinks
☆116Updated 3 years ago
Alternatives and similar repositories for sustainbench
Users that are interested in sustainbench are comparing it to the libraries listed below
Sorting:
- Earth Observation dataset preprocessing tools for Deep Learning☆39Updated last year
- Implementation and examples for Tile2Vec☆115Updated last year
- ☆56Updated 2 years ago
- An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…☆86Updated last year
- Repo for testing foundation models☆56Updated last year
- Rapid map creation with machine learning and earth observation data.☆76Updated 10 months ago
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…☆41Updated 2 years ago
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆151Updated 2 months ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆19Updated 4 months ago
- Code Repository for: "Characterization of Industrial Smoke Plumes from Remote Sensing Data", presented at Tackling Climate Change with Ma…☆42Updated 4 years ago
- Code and data to support our paper☆81Updated 3 years ago
- ☆162Updated 3 years ago
- A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger f…☆56Updated 8 months ago
- An open and accessible datacube for environmental and earth system monitoring☆31Updated 11 months ago
- Framework for geospatial research CNN development.☆11Updated 4 years ago
- Models for the EarthNet2021 challenge.☆46Updated 3 weeks ago
- Jeo: Jax model training lib for Earth Observation☆139Updated 4 months ago
- ☆41Updated last month
- Open source remote sensing dataset with benchmarks☆205Updated last year
- Download and access remote sensing data from any platform☆158Updated 2 years ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆67Updated 2 years ago
- PyTorch Implementation of Weakly Supervised Pre-training - [IJCAI19]☆12Updated 5 years ago
- TorchSpatial offers a comprehensive framework and benchmark suite designed to advance Spatial Representation Learning (SRL).☆150Updated 5 months ago
- ☆24Updated 8 years ago
- Generating AI-ready datasets in python for air quality and EO-related studies using Google Earth Engine☆87Updated last year
- An ecosystem of data, models and code pipelines to tackle flooding with ML🌊☆168Updated last month
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆54Updated last year
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Updated last year
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆240Updated 2 months ago
- Buteo - Geospatial Analysis Meets AI☆27Updated 5 months ago