This repository was developed for the purposes of the course in Geospatial Big Data Analytics (GBDA) during my postgraduate programme in Data Science & Machine Learning, NTUA. The course consists of following 6 lab exerices.
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Lab1 - Data retrieval, analysis and timeseries of geospatial products using online platforms. For more details see directory Lab1.
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Lab2 - Geospatial Services and Web applications. See Lab2.
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Lab3 - Classification and segmentation of Hyperspectral Images. See Lab3.
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Lab4 - Video classification with RNN's and Transformers. See Lab4.
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Lab5 - Object detection. See Lab5.
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Lab6 - Applications of deep learning architectures in Earth observation. Available soon!