johnpaul89

Creates an analysis ready sentinel-1 SAR image collection in Google Earth Engine by applying additional border noise correction, speckle filtering and radiometric terrain normalization.

Language:PythonMIT23100

This is a Next.js, Tailwind CSS blogging starter template. Comes out of the box configured with the latest technologies to make technical writing a breeze. Easily configurable and customizable. Perfect as a replacement to existing Jekyll and Hugo individual blogs.

Language:TypeScriptMIT863400

GiGCN

Language:Python6300

field-delineation

Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.

Language:Jupyter NotebookMIT14900

Planet-Amazon-Kaggle

This project is about building Deep Learning CNN model to label satellite images with Atmospheric conditions (Multi-label classification problem)

Language:Jupyter Notebook900

intro_spatialR

Introduction to GIS and mapping in R with the sf package

Language:HTML7400

sdsr

Spatial Data Science: With Applications in R (source files)

Language:HTMLNOASSERTION23700

rgee3D

A reproducible script to prepare 3D visualization with the integration of rgee + rayshader and R spatial ecosystem.

Language:R1500

EuroSAT

EuroSAT: Land Use and Land Cover Classification with Sentinel-2

MIT39600

ml4floods

An ecosystem of data, models and code pipelines to tackle flooding with ML

Language:Jupyter NotebookLGPL-3.013500

geemap

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

Language:PythonMIT343100

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Language:Jupyter NotebookApache-2.02780800