EO ResearchinSentinel Hub BlogAutomatic field delineation: New releaseWe have released an improved version of our automatic field delineation algorithm for Sentinel-2 imagery, with an improved workflow and…Sep 25, 20231Sep 25, 20231
EO ResearchinSentinel Hub BlogUtility of AI4Boundaries and EuroCrops as training datasets for field delineationLeveraging GSAA datasets for field delineationAug 2, 2023Aug 2, 2023
EO ResearchinSentinel Hub BlogChallenges of large open-source datasets for building detection in AfricaTips, tricks and warnings when creating a building detection machine learning model using open-source reference data.Apr 18, 20231Apr 18, 20231
EO ResearchinSentinel Hub BlogHow to Co-Register Temporal Stacks of Satellite ImagesWritten by Devis Peressutti. Work performed by Nejc Vesel, Matic Lubej, Nika Oman Kadunc, Matej Batič, Sara Verbič, Žiga Lukšič, Jan Geršak…Jan 18, 20231Jan 18, 20231
EO ResearchinSentinel Hub BlogHow To Normalize Satellite Images For Deep LearningTackling the long-tailed satellite imagery data for deep learning applicationsSep 27, 20225Sep 27, 20225
EO ResearchinSentinel Hub BlogThe value of super resolution — real world use caseParcel boundary detection with super-resolved satellite imageryJun 28, 20222Jun 28, 20222
EO ResearchinSentinel Hub BlogHIECTOR: Hierarchical object detector at scaleIntroducing an open-source hierarchical object detection workflow for satellite imagery at large scale.May 5, 20221May 5, 20221
EO ResearchinSentinel Hub BlogThe most misunderstood words in Earth ObservationSpatial resolution. We think we know what it means, but do we really? We wrote the following rant to clarify some confusion and make life…Mar 31, 20222Mar 31, 20222
EO ResearchinSentinel Hub BlogArea Monitoring — using Geotagged photo app to communicate with farmersFor area monitoring to benefit the society, it is essential to engage with all stakeholders.Nov 15, 2021Nov 15, 2021
EO ResearchinSentinel Hub BlogMulti-temporal Super-Resolution on Sentinel-2 ImageryDeep dive into enhancing the spatial resolution using deep learning, including tips, tricks and technical details.May 18, 20211May 18, 20211