aspiaspace / earthPTLinks
A time series foundation model for Earth Observation
☆66Updated last year
Alternatives and similar repositories for earthPT
Users that are interested in earthPT are comparing it to the libraries listed below
Sorting:
- ☆57Updated last year
- ☆86Updated 11 months ago
- Models for the EarthNet2021 challenge.☆45Updated 9 months ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆29Updated 11 months ago
- Official repository for PTAViT3D and PTAViT3DCA models for field boundaries detection using S2 and/or S1 imagery.☆37Updated 9 months ago
- Repo for testing foundation models☆52Updated last year
- A tool for developing remote sensing datasets and models.☆37Updated this week
- Expandable Datasets for Earth Observation☆189Updated 5 months ago
- A Python package for Earth forecasting transformer☆86Updated 11 months ago
- Processing and analysis of Africa-wide field boundary labels created for the Lacuna Fund.☆13Updated 2 months ago
- FlipnSlide: A Python Package for for Preserving Spatial Context when Preprocessing Large Scientific Images☆14Updated last month
- Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.☆42Updated 2 months ago
- Buteo - Geospatial Analysis Meets AI☆27Updated 2 months ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆52Updated last year
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆24Updated 4 months ago
- ☆43Updated last year
- A tool for benchmarking and hyper-parameter optimization using TerraTorch. Leverages MLFlow for experiment logging, optuna for hyperparam…☆15Updated last week
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆133Updated 7 months ago
- Sensor Independent Cloud and Shadow Masking with Ambiguous Labels and Multimodal Inputs☆38Updated 9 months ago
- ☆12Updated this week
- Teleconnection-driven vision transformers for improved long-term forecasting☆31Updated last year
- An open and accessible datacube for environmental and earth system monitoring☆29Updated 9 months ago
- Jeo: Jax model training lib for Earth Observation☆122Updated last month
- Datasets to protect Earth's forests and biodiversity☆78Updated last month
- 🌍 A curated list of MIT faculty that tackle climate change with machine learning for applying students, undergraduates, or others☆48Updated 4 months ago
- A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger f…☆52Updated 5 months ago
- GeeFlow - generate and process large-scale geospatial datasets with Google Earth Engine.☆63Updated 3 weeks ago
- Run Vision(-language) models for earth observations at fingertips☆20Updated this week
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆18Updated last month
- Towards a Unified Copernicus Foundation Model for Earth Vision☆61Updated last week