KonstantinosF
Msc. in Data Science | Remote Sensing Scientist | GIS (Python) Developer | Geospatial Data Analyst.
Geosystems - HellasAthens - Greece
Pinned Repositories
awesome-earthobservation-code
curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
Awesome-GEE
A curated list of Google Earth Engine resources
class_material
This repository contains additional material for the course
Classification-of-Hyperspectral-Image
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
DeepNetsForEO
Deep networks for Earth Observation
Flood-Detection---Satellite-Images
This is a Semester Project which aim is to implement a Deep Learning model in order to detect Flood Events from Satellite Images
Flood-Mapping-Using-Satellite-Images
MSc Thesis - Data Science - UoP & NCSR "Demokritos"
pandas-videos
Jupyter notebook and datasets from the pandas Q&A video series
scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
Sentinel_1-2_Water_Mapping
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.
KonstantinosF's Repositories
KonstantinosF/Classification-of-Hyperspectral-Image
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
KonstantinosF/Flood-Detection---Satellite-Images
This is a Semester Project which aim is to implement a Deep Learning model in order to detect Flood Events from Satellite Images
KonstantinosF/Flood-Mapping-Using-Satellite-Images
MSc Thesis - Data Science - UoP & NCSR "Demokritos"
KonstantinosF/Sentinel_1-2_Water_Mapping
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.
KonstantinosF/awesome-earthobservation-code
curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
KonstantinosF/class_material
This repository contains additional material for the course
KonstantinosF/DeepNetsForEO
Deep networks for Earth Observation
KonstantinosF/pandas-videos
Jupyter notebook and datasets from the pandas Q&A video series
KonstantinosF/scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
KonstantinosF/Awesome-GEE
A curated list of Google Earth Engine resources
KonstantinosF/MNIST_PROJECT
Train a Digit Recognizer using the MNIST dataset
KonstantinosF/Predict-the-purpose-of-a-trip
In this project I try to predict the purpose of a trip utilising a Random Forest
KonstantinosF/badslam
Bundle Adjusted Direct RGB-D SLAM
KonstantinosF/earthpy
A package built to support working with spatial data using open source python
KonstantinosF/FloodNet-Challenge-EARTHVISION2021
KonstantinosF/KonstantinosF
My Github Profile
KonstantinosF/mltools
A collection of Machine Learning Tools for object detection and classification on DG imagery.
KonstantinosF/MODIS_GlobalFloodDatabase
This repository contains the code used to produce the Global Flood Database and assess changes in population exposed to floods.
KonstantinosF/msc_datamining
Example scripts from the MSc Big Data Mining lectures
KonstantinosF/python-data-science
Introduction to Python for Data Science
KonstantinosF/python-satellite-imagery-workshop
Materials for 1/21/21 DataPhilly workshop
KonstantinosF/radar-based-flood-mapping
This repository contains a Jupyter Notebook for automatic flood extent mapping using space-based information.
KonstantinosF/satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
KonstantinosF/scikit-learn-tips
:robot::zap: scikit-learn tips
KonstantinosF/Sen1Floods11
KonstantinosF/sentinelhub-py
Download and process satellite imagery in Python using Sentinel Hub services.
KonstantinosF/UNOSAT-AI-Based-Rapid-Mapping-Service
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.
KonstantinosF/Upsampling-LC-Maps-Using-Machine-Learning
Upsampling already available land cover raster layers using machine learning inside Google Earth Engine platform.
KonstantinosF/Wekeo_Competition
This repository contains our submitted jupyter notebook for "Jupyter Notebook Competition 2022" by Wekeo