Geoinformatics and Deep Learning methods: A transformation of disciplines

Geoinformatics is an interdisciplinary field that deals with acquiring, processing, analysing and visualising spatial information. Within this discipline, geographic information systems (GIS) are used but can be supplemented or replaced by programming languages such as Python with geo-programming libraries. Spatial data, also known as raster and vector data, contain information about the physical and anthropogenic […]

Deep learning for the classification of seed plants


Contract type: Independent development project Client: Gerrit Tombrink Task: Development of a CNN for the classification of seed plants Time period: 2019 Technologies: Python, Pandas, Numpy, Pytorch, Fastai, Jupyter Notebook, Linux This artificial neural network (ANN) in the field of computer vision – for the automatic classification of seed plants – was developed on the […]

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