JosephDoun
Data scientist / Machine Learning engineer with a degree in geo-spatial studies.
Foundation for Research and Technology - HellasBarcelona
Pinned Repositories
eotdl
Earth Observation Training Datasets
awesome-sar
A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.
Coursera_Capstone
Lab course for Applied Data Science Capstone - IBM Data Science Programme on Coursera
GEE-flood-impact-showcase
Showcase project of assessing flood impact using the Python Google Earth Engine API combined with other open data sources.
Ikonos-2-Building-Segmentation-U-Net
A U-Net model for building segmentation on Ikonos-2 satellite images
mappov-view-angle-changer
Changes the point-of-view angle of a land cover map using a digital surface model. Can provide information on building wall exposure during Land Surface Temperature acquisitions.
Marine_traffic_monitoring_app
A marine traffic monitoring application utilizing data from VesselFinder.com, from the perspective of land. It is aimed to assist port workers by providing accessible information of interest.
msi2slstr
AI assisted data fusion software for Sentinel-2 MSI and Sentinel-3 SLSTR Level 1 and 2 products
msi2slstr-datagen
Scripts to generate a msi2slstr training dataset for desired dates. It pairs and aligns Sentinel-2 L1C and Sentinel-3 RBT/LST pairs for the task of data fusion.
msi2slstr-training-lightning-implementation
Public training environment for the msi2slstr model.
JosephDoun's Repositories
JosephDoun/Marine_traffic_monitoring_app
A marine traffic monitoring application utilizing data from VesselFinder.com, from the perspective of land. It is aimed to assist port workers by providing accessible information of interest.
JosephDoun/msi2slstr
AI assisted data fusion software for Sentinel-2 MSI and Sentinel-3 SLSTR Level 1 and 2 products
JosephDoun/Coursera_Capstone
Lab course for Applied Data Science Capstone - IBM Data Science Programme on Coursera
JosephDoun/GEE-flood-impact-showcase
Showcase project of assessing flood impact using the Python Google Earth Engine API combined with other open data sources.
JosephDoun/Ikonos-2-Building-Segmentation-U-Net
A U-Net model for building segmentation on Ikonos-2 satellite images
JosephDoun/mappov-view-angle-changer
Changes the point-of-view angle of a land cover map using a digital surface model. Can provide information on building wall exposure during Land Surface Temperature acquisitions.
JosephDoun/msi2slstr-datagen
Scripts to generate a msi2slstr training dataset for desired dates. It pairs and aligns Sentinel-2 L1C and Sentinel-3 RBT/LST pairs for the task of data fusion.
JosephDoun/msi2slstr-training-lightning-implementation
Public training environment for the msi2slstr model.
JosephDoun/awesome-sar
A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.
JosephDoun/Construction_Activity
Part of my thesis, analyzing & visualizing construction permit data from the Hellenic Statistical Authority.
JosephDoun/Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
JosephDoun/flair-1-aerial-image-semantic-segmentation
A submission to the flair#1 challenge by IGN.
JosephDoun/From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
JosephDoun/iPERCore
Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis
JosephDoun/JosephDoun
About me
JosephDoun/josephdoun.github.io
Joseph's Website
JosephDoun/machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
JosephDoun/musical-style-transfer
A musical style transfer experiment.
JosephDoun/nodejs-cli-apps-best-practices
The largest Node.js CLI Apps best practices list ✨
JosephDoun/personal-jekyll-theme
Joseph's website and blog.
JosephDoun/Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
JosephDoun/three-globe
WebGL Globe Data Visualization as a ThreeJS reusable 3D object