Skip to content
View kdmayer's full-sized avatar
🌲
🌲
73 followers · 30 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Block or report kdmayer

Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
kdmayer/README.md

Hi there 👋

  • 🔭 I’m a PhD Candidate and Satre Family Fellow at Stanford University. Feel free to check out my webpage.
  • 🌱 I’m working on reconstructing 3D building models from airborne LiDAR and floor plan images at scale.
  • ⚡ At the moment, I am mostly working with diffusion-based generative ML algorithms for 3D graphs.

Pinned Loading

  1. SYNBUILD-3D SYNBUILD-3D Public

    SYNBUILD-3D: A large, multi-modal, and semantically rich synthetic dataset of 3D building models at Level of Detail 4

    Python 87 5

  2. 3D-PV-Locator 3D-PV-Locator Public

    Dockerized Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.

    Python 60 8

  3. PV_Pipeline PV_Pipeline Public

    PyTorch models and pipeline developed for "DeepSolar for Germany". For reference, the paper can found at https://ieeexplore.ieee.org/document/9203258

    Python 31 7

  4. nasa-power-api nasa-power-api Public

    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/

    Python 17 13

  5. PointER PointER Public

    A LiDAR-Derived Point Cloud Dataset of One Million English Buildings Linked to Energy Characteristics

    Python 17 2

  6. data_for_building_efficiency_study data_for_building_efficiency_study Public

    Public dataset for "Estimating building energy efficiency from street view imagery, aerial imagery, and land surface temperature data"

    9 1