nasaharvest / timlLinks
Task-Informed Meta-Learning
☆19Updated 2 years ago
Alternatives and similar repositories for timl
Users that are interested in timl are comparing it to the libraries listed below
Sorting:
- Repo for testing foundation models☆56Updated last year
- ☆57Updated last year
- ☆56Updated 2 years ago
- Hydro -- A Foundation Model for Water in Satellite Imagery☆57Updated 7 months ago
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆151Updated 2 months ago
- Rapid map creation with machine learning and earth observation data.☆76Updated 10 months ago
- An ecosystem of data, models and code pipelines to tackle flooding with ML🌊☆168Updated last month
- A method to perform unsupervised cross-region adaptation of crop classifiers trained with satellite image time series.☆32Updated 3 years ago
- Buteo - Geospatial Analysis Meets AI☆27Updated 5 months ago
- A toolkit for optimizing cloud GeoTIFF streaming in PyTorch. Achieves 20x throughput and 90% GPU utilization through optimized data loadi…☆49Updated 3 months ago
- Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.☆158Updated last year
- ☆125Updated 11 months ago
- Earth observation framework for scaled-up processing in Python☆45Updated last week
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- ☆35Updated 2 years ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆54Updated last year
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆24Updated 7 months ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆101Updated 10 months ago
- This repository contains the classification module of the WorldCereal system.☆65Updated this week
- Towards a Unified Copernicus Foundation Model for Earth Vision☆83Updated last month
- DeepSentinel: a sentinel-1 and -2 self-supervised sensor fusion model for general purpose semantic embedding☆45Updated 4 years ago
- Collection of TensorFlow 2.0 code for Earth Observation applications☆93Updated 2 years ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆241Updated 2 months ago
- OmniCloudMask is a Python library for fast, accurate cloud and cloud shadow segmentation in satellite imagery.☆99Updated 2 weeks ago
- Run Vision(-language) models for earth observations at fingertips☆28Updated 3 weeks ago
- Sensor Independent Cloud and Shadow Masking with Ambiguous Labels and Multimodal Inputs☆40Updated last year
- Course materials for the IGARSS 2023 Tutorial "Efficient Deep Learning for Earth Observation"☆27Updated 2 years ago
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆137Updated 7 months ago
- Code for running baseline models/experiments with the Fields of The World dataset☆96Updated this week
- TerraMind is the first any-to-any generative foundation model for Earth Observation, built by IBM and ESA.☆132Updated this week