spaceml-org / ml4floods
An ecosystem of data, models and code pipelines to tackle flooding with MLπ
β144Updated 4 months ago
Alternatives and similar repositories for ml4floods:
Users that are interested in ml4floods are comparing it to the libraries listed below
- On-Demand Earth System Data Cubes (ESDCs) in Pythonβ176Updated 6 months ago
- Earth Observation Data Analysis Libraryβ95Updated 5 months ago
- β56Updated 7 months ago
- Awesome Spectral Indices in Python.β198Updated 2 months ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseriesβ206Updated 9 months ago
- A Python package for Remote Sensing Data Analysisβ127Updated 4 months ago
- This repository contains links to the Global Flood Mapper (GFM). Usage instructions are given here. For more details, please check the joβ¦β113Updated last year
- Collection of TensorFlow 2.0 code for Earth Observation applicationsβ92Updated 2 years ago
- Image segmentations of trees outside forestβ161Updated last month
- β57Updated last year
- Reproducing the "End-to-End Google Earth Engine" course using Jupyter Notebooks and geemap.β75Updated 3 years ago
- The main goal of Sen2Like is to generate Sentinel-2 like harmonised/fused surface reflectances with higher periodicity by integrating addβ¦β87Updated last week
- End-to-end workflow for generating high resolution cropland mapsβ106Updated 3 weeks ago
- Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.β143Updated 6 months ago
- This repository provides guides, short how-tos, and tutorials to help users access and work with Harmonized Landsat Sentinel-2 (HLS) dataβ¦β77Updated last week
- Machine Learning for Earth Observation Training of Trainers Bootcampβ96Updated 3 years ago
- Open source remote sensing dataset with benchmarksβ181Updated 9 months ago
- Repository to place example notebooks for Deep Learning applications with TensorFlow and Earth Engine.β76Updated 4 years ago
- β41Updated 7 months ago
- β172Updated 3 years ago
- Atmospheric correction of a (single) Sentinel 2 imageβ153Updated 4 years ago
- A Google Earth Engine API (interactive dashboard) for satellite-based global climate hazard analysis (urban heat, landcover changes, etc)β¦β45Updated last year
- Python client API for OpenEOβ160Updated this week
- Calculate floodwater depth based on an inundation polygon (e.g. from remote sensing) and a DEM. See: http://csdms.colorado.edu/wiki/Modelβ¦β60Updated 9 months ago
- A set of tools for working with Google Earth Engine Python API in Jupyter notebooksβ63Updated 3 months ago
- Sample Jupyter notebooks for EOdalβ41Updated last year
- Harmonization of Landsat and Sentinel 2 in Google Earth Engine, documentation and scriptsβ128Updated 3 years ago
- Flood Python Toolboxβ177Updated 3 months ago
- Sentinel-1 image pre-processing using snappy.β92Updated 2 years ago
- Python implementation of Data Mining Sharpenerβ42Updated 9 months ago