DatasetsMobile Laser Scans

Mobile Laser Scans

ZAHA

To date, the largest point cloud facade dataset boasting 601 mln points and realizing the Level of Facade Generalization (LoFG) concept, underlining the importance of hierarchical facade understanding.

To learn more see the WACV’25-accepted paper or the project repo!

Overview of the ZAHA classes and annotated point clouds

More ZAHA visuals

Download here

TUM-FAÇADE

MLS point clouds with facade-level labels (i.e., windows, doors, balconies, moldings, etc.) boasting 333 mln labeled points; file names and IDs are corresponding to Semantic 3D Building Models more info here.

Data provided by:
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    Imagery
    Cesium ion
    Bing Maps Aerial
    Bing Maps Aerial with Labels
    Bing Maps Roads
    Sentinel-2
    Blue Marble
    Earth at night
    Natural Earth II
    Other
    ArcGIS World Imagery
    ArcGIS World Hillshade
    Esri World Ocean
    Open­Street­Map
    Stadia x Stamen Watercolor
    Stadia x Stamen Toner
    Stadia Alidade Smooth
    Stadia Alidade Smooth Dark
    Terrain
    Cesium ion
    WGS84 Ellipsoid
    Cesium World Terrain
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    Oct 29 202516:09:22 UTC1xToday (real-time)Play ReversePlay ForwardPause
    Oct 29 2025 12:00:00 UTCOct 29 2025 18:00:00 UTCOct 30 2025 00:00:00 UTCOct 30 2025 06:00:00 UTCOct 30 2025 12:00:00 UTCOct 30 2025 18:00:00 UTC
    Oct 30 2025 18:00:00 UTC

    Annotated point cloud of building DEBY_LOD2_4959457 streamed via envis.space. More facade visuals

    Download here or with rsync:

    rsync rsync://m1636761.003@dataserv.ub.tum.de/m1636761.003/

    password:

    m1636761.003

    TUM-MLS-2016

    MLS point clouds with urban-level labels (i.e., building, vehicle, vegetation, etc.) boasting 1,735 BN points; more info here and here.

    Interactive 3D visualisation (selected region)

    Download a sample here or send an email to get the full access.

    TUM-MLS-2018

    MLS point clouds with urban-level labels (i.e., building, vehicle, vegetation, etc.) boasting 2 BN points; more info here and here.

    Interactive 3D visualisation

    Download a sample here or send an email to get the full access.

    TUM-MLS-2024

    Download a sample here.