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Kostas Vlachos's Projects

dincae icon dincae

DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.

google-drive-keepass-background icon 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

pc-utilities icon pc-utilities

This repo is intended to acquire PC usage data (e.g. cpu usage or RAM usage) and plot them

pdfrw icon pdfrw

pdfrw is a pure Python library that reads and writes PDFs

pylandsat icon pylandsat

Search, download, and preprocess Landsat imagery 🛰️

rename-consec icon 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 icon 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.

sentinelsat icon sentinelsat

Search and download Copernicus Sentinel satellite images

vhr-10_dataset_coco icon 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.

wheel-of-fortune-project icon 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

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