Sebastian Krapf

Towards Scalable Economic Photovoltaic Potential Analysis Using Aerial Images and Deep Learning

Sebastian Krapf, Nils Kemmerzell, Syed Khawaja Haseeb Uddin et al. · Energies · 2021 · 41 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

RID—Roof Information Dataset for Computer Vision-Based Photovoltaic Potential Assessment

Sebastian Krapf, Lukas Bogenrieder, Fabian Netzler et al. · Remote Sensing · 2022 · 29 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

SolarNet: A convolutional neural network-based framework for rooftop solar potential estimation from aerial imagery

Qingyu Li, Sebastian Krapf, Yilei Shi et al. · International Journal of Applied Earth Observation and Geoinformation · 2022 · 27 citations · Full text

Earth Observation, Geometric Learning, Convolutional Neural Network +19

Review of Trends and Potentials in the Vehicle Concept Development Process

Lorenzo Nicoletti, Matthias Brönner, Benedikt Danquah et al. · 2020 · 23 citations

Automotive Engineering, Engineering, Vehicle Conceptual Design +17

Deep learning-based framework for city-scale rooftop solar potential estimation by considering roof superstructures

Qingyu Li, Sebastian Krapf, Lichao Mou et al. · Applied Energy · 2024 · 22 citations · Full text

Geometric Learning, Engineering, Machine Learning +17