Swiss Territorial Data Lab

All

30 repositories

proj-vegroof-labelizer
Public
Python
•0•0•0•0•Updated Nov 28, 2024Nov 28, 2024
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-networks deep-learning raster cnn object-detection cnn-pytorch detectron2 stdl task-idet
Python
•
MIT License
•1•16•2•0•Updated Nov 27, 2024Nov 27, 2024
swiss-territorial-data-lab.github.io
Public
Swiss Territorial Data Lab Public Technical Website
reporting management public-website
HTML
•0•2•0•0•Updated Nov 8, 2024Nov 8, 2024
proj-vegroofs
Public
Python
•
MIT License
•0•0•0•0•Updated Nov 4, 2024Nov 4, 2024
regbl-poc
Public archive
National maps proof-of-concept for the register of buildings (RBD) completion
processing proof-of-concept task-regbl
C++
•
GNU General Public License v3.0
•0•0•0•0•Updated Oct 21, 2024Oct 21, 2024
proj-tpnl
Public
Python
•
GNU General Public License v3.0
•0•0•0•0•Updated Jul 26, 2024Jul 26, 2024
proj_vect_cadmap
Public
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.
switzerland classification aerial-imagery segmentation object-detection roads geoprocessing road-detection swisstopo road-surface-classification
Python
•
MIT License
•0•1•0•0•Updated Jul 12, 2024Jul 12, 2024
proj-rooftops
Public
Three workflows based on aerial imagery or LiDAR point clouds to evaluate the surface available on rooftops by detecting objects.
random-forest geodata lidar aerial-imagery open3d rooftop-segmentation segment-geospatial
Python
•
MIT License
•0•1•0•0•Updated May 30, 2024May 30, 2024
proj-qalidar
Public
Change detection between two LiDAR point clouds using voxelization. Highlight discrepancies in geometry and classification.
cosine-similarity voxels voxelization change-detection lidar-point-cloud classification-comparison
Python
•1•3•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
•2.6k•0•0•0•Updated May 2, 2024May 2, 2024
scale-mae
Public
Modified ScaleMAE for 5 channel RGB-NIR-nDSM dataset
Python
•
Other
•13•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
•316•0•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.
python r random-forest octave lidar orthophoto tree-dieback tree-health-state
Python
•
MIT License
•0•1•0•0•Updated Apr 25, 2024Apr 25, 2024
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•5•1•0•Updated Apr 24, 2024Apr 24, 2024
proj-landstats
Public
Jupyter Notebook
•0•0•0•0•Updated Jan 26, 2024Jan 26, 2024
proj-dqry
Public
Python
•
GNU General Public License v3.0
•0•0•0•0•Updated Jan 24, 2024Jan 24, 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
data object-detector task-idet task-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
regbl-poc-intyearpolator
Public
Statistical proof-of-concept for the register of buildings (RBD) completion
processing proof-of-concept task-regbl
Python
•
GNU General Public License v3.0
•0•1•0•0•Updated Mar 2, 2021Mar 2, 2021
regbl-poc-analysis
Public
Analysis scripts and tools for the register of buildings (RBD) completion
proof-of-concept analysis task-regbl
MATLAB
•
GNU General Public License v3.0
•0•0•0•0•Updated Mar 2, 2021Mar 2, 2021
swisstopo-interlis-update
Public
Tools to peform regular backup of INTERLIS models
tool task-diff
R
•1•0•0•0•Updated Jan 21, 2021Jan 21, 2021
regbl-validation-maker
Public
This code is a tool for the creation of validation datasets from the regbl database
validation proof-of-concept analysis task-regbl
R
•1•1•0•0•Updated Jan 20, 2021Jan 20, 2021
rstToWKT
Public
R code to translate raster (rgb, elevation or rgb with elevation) into csv file format with Geometry as WKT. This is used so we can then transform the data into uv3 in Matlab.
R
•1•0•0•0•Updated Dec 18, 2020Dec 18, 2020
csv-wkt-to-uv3
Public
Tool for shapefile geometries conversion to UV3 format
converter tool task-diff task-4ras
MATLAB
•0•1•0•0•Updated Nov 4, 2020Nov 4, 2020