Artificial Neural Networks | Dr. Felix Riese https://felixriese.de/tag/artificial-neural-networks/ Artificial Neural Networks Hugo Blox Builder (https://hugoblox.com)en-usWed, 29 May 2019 00:00:00 +0000 https://felixriese.de/media/icon_hua3b0820e3bfa95d137bedc06b1a8c584_8867_512x512_fill_lanczos_center_3.png Artificial Neural Networks https://felixriese.de/tag/artificial-neural-networks/ Soil Texture Classification with 1D Convolutional Neural Networks based on Hyperspectral Data https://felixriese.de/publication/riese-2019-soil/ Wed, 29 May 2019 00:00:00 +0000 https://felixriese.de/publication/riese-2019-soil/ Satellite Computer Vision mit Keras und Tensorflow - Best Practices und Beispiele aus der Forschung https://felixriese.de/talk/satellite-computer-vision-mit-keras-und-tensorflow-best-practices-und-beispiele-aus-der-forschung/ Wed, 15 May 2019 00:00:00 +0000 https://felixriese.de/talk/satellite-computer-vision-mit-keras-und-tensorflow-best-practices-und-beispiele-aus-der-forschung/ Examples for CNN training and classification on Sentinel-2 data https://felixriese.de/publication/leitloffriese-2018-cnncode/ Wed, 24 Oct 2018 00:00:00 +0000 https://felixriese.de/publication/leitloffriese-2018-cnncode/ Satellite data is for everyone: insights into modern remote sensing research with open data and Python https://felixriese.de/talk/satellite-data-is-for-everyone-insights-into-modern-remote-sensing-research-with-open-data-and-python/ Wed, 24 Oct 2018 00:00:00 +0000 https://felixriese.de/talk/satellite-data-is-for-everyone-insights-into-modern-remote-sensing-research-with-open-data-and-python/ <div style="position: relative; padding-bottom: 56.25%; height: 0; overflow: hidden;"> <iframe allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen="allowfullscreen" loading="eager" referrerpolicy="strict-origin-when-cross-origin" src="https://www.youtube.com/embed/tKRoMcBeWjQ?autoplay=0&controls=1&end=0&loop=0&mute=0&start=0" style="position: absolute; top: 0; left: 0; width: 100%; height: 100%; border:0;" title="YouTube video" ></iframe> </div> Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral data https://felixriese.de/publication/keller-2018-developing/ Wed, 10 Oct 2018 00:00:00 +0000 https://felixriese.de/publication/keller-2018-developing/ Hyperspectral Data and Machine Learning for Estimating CDOM, Chlorophyll a, Diatoms, Green Algae, and Turbidity https://felixriese.de/publication/keller-2018-hyperspectral/ Wed, 01 Aug 2018 00:00:00 +0000 https://felixriese.de/publication/keller-2018-hyperspectral/