Swiss Territorial Data Lab's repositories
object-detector
A suite of Python scripts allowing the end-user to use Deep Learning to detect objects in georeferenced raster images.
proj-qalidar
Change detection between two LiDAR point clouds using voxelization. Highlight discrepancies in geometry and classification.
swiss-territorial-data-lab.github.io
Swiss Territorial Data Lab Public Technical Website
auto-rasterize
This tool allows one to rasterize a shapefile, automatically turning it into a binary GeoTiff file
csv-wkt-to-uv3
Tool for shapefile geometries conversion to UV3 format
proj-hetres
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.
proj-rooftops
Three workflows based on aerial imagery or LiDAR point clouds to evaluate the surface available on rooftops by detecting objects.
regbl-poc-intyearpolator
Statistical proof-of-concept for the register of buildings (RBD) completion
regbl-validation-maker
This code is a tool for the creation of validation datasets from the regbl database
canopy-growth-abm
Agent-based modelling of canopy extent, canopy rate, and tree-related cooling effect for the canton of Geneva
detector-interface
Interface tools and scripts between the data and the object-detector
labelme-to-wkt
Collection of Scripts to Convert Labelme Annotation Files into Geocoded Groundtruth Labelling Data
proj-roadsurf
The goal of this project is to classify the roads of Switzerland based on the type of their surface, artificial or natural.
regbl-poc-analysis
Analysis scripts and tools for the register of buildings (RBD) completion
rstToWKT
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.
segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
swiss-in-motion
CROSS Project : Swiss mobility study - EPFL/UNIL/UNIGE/STDL
swisstopo-interlis-update
Tools to peform regular backup of INTERLIS models
treedet-toolkit
STDL Tree Detection Toolkit - a collection of scripts to assess tree detections, transform data, etc.
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark. Modified version that can support 5-channel images.
regbl-poc
National maps proof-of-concept for the register of buildings (RBD) completion
scale-mae
Modified ScaleMAE for 5 channel RGB-NIR-nDSM dataset
stdl-media
Storage of publication linked to STDL