JayThibs / map-floodwater-satellite-imageryLinks
This repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models were trained using SageMaker and Colab.
☆32Updated 3 years ago
Alternatives and similar repositories for map-floodwater-satellite-imagery
Users that are interested in map-floodwater-satellite-imagery are comparing it to the libraries listed below
Sorting:
- A geospatial raster processing library for machine learning☆124Updated last year
- This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).☆99Updated 4 years ago
- Visualize classified time series data with interactive Sankey plots in Google Earth Engine☆107Updated 2 months ago
- Rapid map creation with machine learning and earth observation data.☆76Updated 9 months ago
- Monitoring water levels of lakes and reservoirs using satellite imagery☆83Updated 4 years ago
- ☆82Updated 3 years ago
- Using CNNs and Sentinel-2 satellite data to predict landslides☆96Updated 3 years ago
- This is an collection of blog posts turned into a course format☆88Updated 5 years ago
- Machine Learning for Earth Observation Training of Trainers Bootcamp☆101Updated 3 years ago
- A Python package for installing commonly used packages for geospatial analysis and machine learning with only one command.☆149Updated last month
- Enhancement of MODIS NIDVI to 10m resolution using U-Net☆30Updated 2 years ago
- GeoPatch is a package for generating patches from remote sensing data☆54Updated last month
- A collection of solara web apps for geospatial applications☆124Updated 2 years ago
- An ecosystem of data, models and code pipelines to tackle flooding with ML🌊☆168Updated last month
- 📦🐍 Python package to model and forecast the risk of deforestation☆128Updated 3 weeks ago
- Using GEE to collect and discover land surface temperature data over European river basins.☆36Updated 5 months ago
- Reproducing the "End-to-End Google Earth Engine" course using Jupyter Notebooks and geemap.☆79Updated 4 years ago
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆72Updated 4 years ago
- A collection of 300+ examples for using Earth Engine and the geemap Python package☆137Updated 5 years ago
- MuseoToolBox : a python library for remote sensing scripts☆37Updated 5 years ago
- ☆52Updated last year
- ☆46Updated 6 months ago
- Deep learning for Earth Observation☆54Updated last year
- ☆43Updated 2 years ago
- Earth Observation dataset preprocessing tools for Deep Learning☆39Updated last year
- Remote sensing with Python tutorials☆50Updated 5 years ago
- Marine debris detection with commercial satellite imagery and deep learning.☆99Updated 3 years ago
- ☆50Updated 2 years ago
- This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Ful…☆58Updated 2 years ago
- Machine learning modelling for spatial data☆150Updated last year