ESA-PhiLab / eo4ai
Earth Observation dataset preprocessing tools for Deep Learning
☆38Updated 6 months ago
Alternatives and similar repositories for eo4ai:
Users that are interested in eo4ai are comparing it to the libraries listed below
- Deep learning for Earth Observation☆54Updated 7 months ago
- ☆32Updated 2 months ago
- Starter-pack for the AI4EO Air Quality and Health Challenge☆9Updated last year
- DeepSentinel: a sentinel-1 and -2 self-supervised sensor fusion model for general purpose semantic embedding☆44Updated 3 years ago
- Annual and in-season crop mapping in Kenya☆24Updated 3 years ago
- Hydro -- A Foundation Model for Water in Satellite Imagery☆54Updated last month
- Automatically create machine learning datasets from satellite images☆42Updated 2 years ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆26Updated 8 months ago
- Winners of the STAC Overflow: Map Floodwater from Radar Imagery competition☆48Updated last year
- PyTorch EO aims to make Deep Learning for Earth Observation data easy and accessible to real-world cases and research alike.☆42Updated last week
- This repository contains the classification module of the WorldCereal system.☆46Updated this week
- A community-driven effort to make examples, user-defined processes and code snippets available in a single place.☆40Updated 2 weeks ago
- Rapid map creation with machine learning and earth observation data.☆70Updated 4 months ago
- Machine learning for satellite image time series☆27Updated 5 years ago
- Mapping glaciers in the Hindu Kush Himalaya, in partnership with ICIMOD.☆35Updated last year
- This repository cointains the source code of the 'pyrsgis' Python package.☆34Updated last year
- ☆31Updated last year
- ☆56Updated 8 months ago
- A curated list supporting the use of Sentinel-1 and Sentinel-2 analysis-ready data (ARD) in the UK☆23Updated 2 years ago
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆52Updated last year
- This is the official repository for the online course 'Cubes & Clouds'☆36Updated last week
- Earth observation framework for scaled-up processing in Python☆42Updated this week
- Starter pack for the AI4Food challenge organised by TUM/DLR, Planet and Radiant Earth☆34Updated last year
- Buteo - Geospatial Analysis Meets AI☆27Updated last month
- Starter-pack for the AI4EO Food Security Challenge☆21Updated last year
- ☆24Updated last week
- ☆56Updated last year
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆18Updated 7 months ago
- Sensor Independent Cloud and Shadow Masking with Ambiguous Labels and Multimodal Inputs☆37Updated 5 months ago
- Resources for the GRSS IADF School 2023: Label-efficient Deep Learning in Remote Sensing☆12Updated last year