konstantinos2018
I'm Kostas and I work with Remote Sensing data
https://github.com/MKLab-ITIThessaloniki, Greece
Pinned Repositories
air-quality-and-health-challenge
Starter-pack for the AI4EO Air Quality and Health Challenge
DINCAE
DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.
google-drive-keepass-background
This repo contains a bash script whose purpose is to automate the process of mounting google drive folder which contains password database, running KeePass2 and closing/unmounting
notebook_competition
A repository of useful things for the WEkEO Jupyter Notebook competition
pc-utilities
This repo is intended to acquire PC usage data (e.g. cpu usage or RAM usage) and plot them
pdfrw
pdfrw is a pure Python library that reads and writes PDFs
pylandsat
Search, download, and preprocess Landsat imagery 🛰️
rename-consec
This repository renames a series of files with different dates as their names. A prefix is added to the name of the files. The prefix is the number of days which is calculated by the difference between a reference date and each file date.
Sentinel-3-modules
The following repository provides scripts and modules that I created during my MSc thesis research. It is used to download, pre-process and analyze Sentinel-3 products such as SRAL, SLSTR and OLCI. It is used to search for correlations between products in the along-track direction, as well as spatially estimate the sea surface height anomaly in a multivariate machine learning way using Random Forest, Multilayer Perceptron and 1-D Convolutional Neural Networks. For further info refer to my bio.
konstantinos2018's Repositories
konstantinos2018/Sentinel-3-modules
The following repository provides scripts and modules that I created during my MSc thesis research. It is used to download, pre-process and analyze Sentinel-3 products such as SRAL, SLSTR and OLCI. It is used to search for correlations between products in the along-track direction, as well as spatially estimate the sea surface height anomaly in a multivariate machine learning way using Random Forest, Multilayer Perceptron and 1-D Convolutional Neural Networks. For further info refer to my bio.
konstantinos2018/air-quality-and-health-challenge
Starter-pack for the AI4EO Air Quality and Health Challenge
konstantinos2018/DINCAE
DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.
konstantinos2018/google-drive-keepass-background
This repo contains a bash script whose purpose is to automate the process of mounting google drive folder which contains password database, running KeePass2 and closing/unmounting
konstantinos2018/notebook_competition
A repository of useful things for the WEkEO Jupyter Notebook competition
konstantinos2018/pc-utilities
This repo is intended to acquire PC usage data (e.g. cpu usage or RAM usage) and plot them
konstantinos2018/pdfrw
pdfrw is a pure Python library that reads and writes PDFs
konstantinos2018/pylandsat
Search, download, and preprocess Landsat imagery 🛰️
konstantinos2018/rename-consec
This repository renames a series of files with different dates as their names. A prefix is added to the name of the files. The prefix is the number of days which is calculated by the difference between a reference date and each file date.
konstantinos2018/send-mail-friend
konstantinos2018/sentinelsat
Search and download Copernicus Sentinel satellite images
konstantinos2018/user-manual
PML source code of the PML User Manual
konstantinos2018/various-projects
This repo is intended to demonstrate some of my coding work
konstantinos2018/VHR-10_dataset_coco
Object detection and instance segmentation dataset for VHR remote sensing images further marked on the NWPU VHR-10 dataset and SSDD dataset according to the standard coco dataset.
konstantinos2018/wheel-of-fortune-project
This is a repo I created under the framework of the final project of Python Classes and Inheritance Coursera online course