Repositories list

• swiss-territorial-data-lab.github.io

  Public
  Swiss Territorial Data Lab Public Technical Website

  reportingmanagementpublic-website

  HTML

  •0•2•0•0•Updated Dec 4, 2025Dec 4, 2025

• proj-soil

  Public
  An automated methodology using aerial images to distinguish areas covered by pedological soil from areas comprised of non-soil.

  Jupyter Notebook

  •

  MIT License

  •0•6•1•0•Updated Dec 4, 2025Dec 4, 2025

• proj-streetview

  Public
  Detection of manholes on street view images and reprojection to an EPSG system

  streetviewtriangulationraytracing+ 3object-detectioninstance-segmentationmanhole-detection

  Python

  •

  MIT License

  •0•2•0•0•Updated Nov 17, 2025Nov 17, 2025

• proj-dqry

  Public
  Automatic detection of mineral extraction sites over time on georeferenced aerial images

  Python

  •

  GNU General Public License v3.0

  •0•1•1•1•Updated Oct 28, 2025Oct 28, 2025

• proj-borderpoints

  Public
  Detection and classification of the border points on the cadastral map of the canton of Fribourg

  classificationobject-detectionland-registry+ 4historical-mapsinstance-segmentationboundary-pointscadastral-data

  Python

  •

  MIT License

  •0•0•0•1•Updated Sep 30, 2025Sep 30, 2025

• object-detector

  Public
  A suite of Python scripts allowing the end-user to use Deep Learning to detect objects in georeferenced raster images.

  deep-neural-networksdeep-learningraster+ 6cnnobject-detectioncnn-pytorchdetectron2stdltask-idet

  Python

  •

  MIT License

  •2•17•2•0•Updated Sep 30, 2025Sep 30, 2025

• proj-rooftops

  Public
  Three workflows based on aerial imagery or LiDAR point clouds to evaluate the surface available on rooftops by detecting objects.

  random-forestgeodatalidar+ 4aerial-imageryopen3drooftop-segmentationsegment-geospatial

  Python

  •

  MIT License

  •1•8•0•0•Updated Sep 30, 2025Sep 30, 2025

• proj-vegroofs

  Public
  Classification by machine learning of bare and green roofs based on orthophotos and building footprint

  Python

  •

  MIT License

  •0•1•0•0•Updated Sep 30, 2025Sep 30, 2025

• proj-vegroofs-DL

  Public
  Binary and multiclass classification by deep learning of bare and green roofs based on orthophotos and building footprint

  Python

  •1•2•0•0•Updated Aug 28, 2025Aug 28, 2025

• proj-sda

  Public
  A deep learning model trained to segment human activity in a multi-year dataset of aerial imagery from 1946 to 2023.

  monitoringdeep-learninghuman-activity-recognition+ 1land-movement

  Python

  •

  MIT License

  •0•1•3•0•Updated Jul 16, 2025Jul 16, 2025

• proj-dolines

  Public
  Cartography of dolines in Switzerland with the use of methods of automatic detections

  Python

  •

  MIT License

  •0•0•0•0•Updated Jun 30, 2025Jun 30, 2025

• proj-vit

  Public
  Python

  •0•2•4•0•Updated May 16, 2025May 16, 2025

• proj-tpnl

  Public
  Automatic detection of thermal panels on georeferenced raster images with a deep learning approach

  Python

  •

  GNU General Public License v3.0

  •0•0•0•0•Updated May 12, 2025May 12, 2025

• proj-geolabelizer

  Public
  Geolabelizer is a Python tool that allow to iterate through a vector file and control an attribute in corrector mode or fill its value in labielization mode.

  geospatialgeodatalabeling+ 1labeling-tool

  Python

  •0•0•0•0•Updated Feb 17, 2025Feb 17, 2025

• regbl-poc

  Public archive
  National maps proof-of-concept for the register of buildings (RBD) completion

  processingproof-of-concepttask-regbl

  C++

  •

  GNU General Public License v3.0

  •0•0•0•0•Updated Oct 21, 2024Oct 21, 2024

• proj_vect_cadmap

  Public
  Semi-automatic vectorization of historical cadastral plan

  Python

  •

  MIT License

  •0•0•0•0•Updated Jul 24, 2024Jul 24, 2024

• proj-roadsurf

  Public
  The goal of this project is to classify the roads of Switzerland based on the type of their surface, artificial or natural.

  switzerlandclassificationaerial-imagery+ 9segmentationobject-detectionroadsgeoprocessingroad-detectionswisstoporoad-surface-classification+ 2

  Python

  •

  MIT License

  •0•1•0•0•Updated Jul 12, 2024Jul 12, 2024

• proj-qalidar

  Public
  Change detection between two LiDAR point clouds using voxelization. Highlight discrepancies in geometry and classification.

  cosine-similarityvoxelsvoxelization+ 3change-detectionlidar-point-cloudclassification-comparison

  Python

  •2•7•0•0•Updated May 15, 2024May 15, 2024

• mmsegmentation

  Public
  OpenMMLab Semantic Segmentation Toolbox and Benchmark. Modified version that can support 5-channel images.

  Python

  •

  Apache License 2.0

  •2.8k•0•0•0•Updated May 2, 2024May 2, 2024

• scale-mae

  Public
  Modified ScaleMAE for 5 channel RGB-NIR-nDSM dataset

  Python

  •

  Other

  •14•0•0•0•Updated May 1, 2024May 1, 2024

• segment-geospatial

  Public
  A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

  Python

  •

  MIT License

  •397•1•0•0•Updated Apr 26, 2024Apr 26, 2024

• proj-hetres

  Public
  This project provides a suite of Python, R and Octave/Matlab scripts allowing the end-user to use machine learning to assess the health state of trees based on orthophotos and a LiDAR point cloud.

  pythonrrandom-forest+ 5octavelidarorthophototree-diebacktree-health-state

  Python

  •

  MIT License

  •0•1•0•0•Updated Apr 25, 2024Apr 25, 2024

• proj-landstats

  Public
  Algorithm for detecting changes in land cover for a point using spatio-temporal neighborhood data

  Jupyter Notebook

  •0•0•0•0•Updated Jan 26, 2024Jan 26, 2024

• treedet-toolkit

  Public
  STDL Tree Detection Toolkit - a collection of scripts to assess tree detections, transform data, etc.

  Python

  •

  Apache License 2.0

  •0•0•0•1•Updated Sep 6, 2023Sep 6, 2023

• detector-interface

  Public
  Interface tools and scripts between the data and the object-detector

  dataobject-detectortask-idet+ 1task-tpnl

  Python

  •

  GNU General Public License v3.0

  •1•0•0•0•Updated Oct 14, 2022Oct 14, 2022

• auto-rasterize

  Public
  This tool allows one to rasterize a shapefile, automatically turning it into a binary GeoTiff file

  Python

  •2•1•0•0•Updated Mar 25, 2022Mar 25, 2022

• stdl-media

  Public
  Storage of publication linked to STDL

  0•0•0•0•Updated Nov 29, 2021Nov 29, 2021

• canopy-growth-abm

  Public
  Agent-based modelling of canopy extent, canopy rate, and tree-related cooling effect for the canton of Geneva

  GAML

  •0•0•0•0•Updated Nov 5, 2021Nov 5, 2021

• swiss-in-motion

  Public
  CROSS Project : Swiss mobility study - EPFL/UNIL/UNIGE/STDL

  MATLAB

  •

  GNU Affero General Public License v3.0

  •0•0•0•0•Updated Aug 26, 2021Aug 26, 2021

• labelme-to-wkt

  Public
  Collection of Scripts to Convert Labelme Annotation Files into Geocoded Groundtruth Labelling Data

  Python

  •

  GNU General Public License v3.0

  •0•0•0•0•Updated Mar 15, 2021Mar 15, 2021