Skip to content
View kdmayer's full-sized avatar
🌲
🌲
71 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

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
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 63 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 58 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 28 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 13 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