Konstantinos Fokeas's Projects
curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
A curated list of Google Earth Engine resources
Bundle Adjusted Direct RGB-D SLAM
This repository contains additional material for the course
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
Deep networks for Earth Observation
A package built to support working with spatial data using open source python
This is a Semester Project which aim is to implement a Deep Learning model in order to detect Flood Events from Satellite Images
MSc Thesis - Data Science - UoP & NCSR "Demokritos"
My Github Profile
A collection of Machine Learning Tools for object detection and classification on DG imagery.
Train a Digit Recognizer using the MNIST dataset
This repository contains the code used to produce the Global Flood Database and assess changes in population exposed to floods.
Example scripts from the MSc Big Data Mining lectures
Jupyter notebook and datasets from the pandas Q&A video series
In this project I try to predict the purpose of a trip utilising a Random Forest
Introduction to Python for Data Science
Materials for 1/21/21 DataPhilly workshop
This repository contains a Jupyter Notebook for automatic flood extent mapping using space-based information.
Resources for deep learning with satellite & aerial imagery
:robot::zap: scikit-learn tips
Jupyter notebooks from the scikit-learn video series
In this repository I am sharing a pipeline I have created to ingest, preprocess and finaly create an analysis ready products based on Sentinel 1 and Sentinel 2 images.
Download and process satellite imagery in Python using Sentinel Hub services.
This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Fully Convolutional Neural Network for Rapid Flood Segmentation in Synthetic Aperture Radar Imagery.
Upsampling already available land cover raster layers using machine learning inside Google Earth Engine platform.
This repository contains our submitted jupyter notebook for "Jupyter Notebook Competition 2022" by Wekeo