Pinned Repositories
3D-PV-Locator
Dockerized Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.
CityGML-Preprocessing-Demo
Explore datasets and pre-processing code developed for the 3D-PV-Locator paper.
data_for_building_efficiency_study
Public dataset for "Estimating building energy efficiency from street view imagery, aerial imagery, and land surface temperature data"
flask_tutorial
Building Python-based, database-driven web applications (with maps!) using Flask, SQLite, SQLAlchemy and MapBox
nasa-power-api
Simple Python script to download historical meteorological data records from 1981 to today for any place on Earth from Nasa Power: https://power.larc.nasa.gov/data-access-viewer/
PointER
A LiDAR-Derived Point Cloud Dataset of One Million English Buildings Linked to Energy Characteristics
PV_Pipeline
PyTorch models and pipeline developed for "DeepSolar for Germany". For reference, the paper can found at https://ieeexplore.ieee.org/document/9203258
uk-lidar-program
Python code to bulk download UK Environment Agency LiDAR data
kdmayer's Repositories
kdmayer/3D-PV-Locator
Dockerized Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.
kdmayer/PV_Pipeline
PyTorch models and pipeline developed for "DeepSolar for Germany". For reference, the paper can found at https://ieeexplore.ieee.org/document/9203258
kdmayer/nasa-power-api
Simple Python script to download historical meteorological data records from 1981 to today for any place on Earth from Nasa Power: https://power.larc.nasa.gov/data-access-viewer/
kdmayer/PointER
A LiDAR-Derived Point Cloud Dataset of One Million English Buildings Linked to Energy Characteristics
kdmayer/data_for_building_efficiency_study
Public dataset for "Estimating building energy efficiency from street view imagery, aerial imagery, and land surface temperature data"
kdmayer/CityGML-Preprocessing-Demo
Explore datasets and pre-processing code developed for the 3D-PV-Locator paper.
kdmayer/flask_tutorial
Building Python-based, database-driven web applications (with maps!) using Flask, SQLite, SQLAlchemy and MapBox
kdmayer/uk-lidar-program
Python code to bulk download UK Environment Agency LiDAR data
kdmayer/AA222Project0
Starter code for Project 0 of Stanford AA222/CS361 (Engineering Design Optimization)
kdmayer/AA222Project1
Starter code for Project 1 of Stanford AA222/CS361 (Engineering Design Optimization)
kdmayer/aml-debug-101
Azure Machine Learning Remote Debugging made easy!
kdmayer/CS109-Notes
kdmayer/CVND_Exercises
Exercise notebooks for CVND.
kdmayer/deutschlandGeoJSON
Administrative borders of Germany in GeoJSON format in different quality levels
kdmayer/ESS164-WebMap
kdmayer/Generative-Adversarial-Networks-GANs-Specialization
Deeplearning.AI Generative Adversarial Networks (GANs) Specialization Solution
kdmayer/helsinki-gis-course
Course materials for the Automating GIS processes -course, University of Helsinki, Finland
kdmayer/kdmayer
kdmayer/kdmayer.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
kdmayer/MachineLearningNotebooks
Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft
kdmayer/Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
kdmayer/mastr
kdmayer/postleitzahlen
Postleitzahlengebiete in Deutschland / German Postcode Areas
kdmayer/TaxiTripAnalysis
Analysis of NYC's taxi trips to derive guidelines for improving transportation within the city