swiss-territorial-data-lab Goto Github PK

auto-rasterize

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

canopy-growth-abm

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

csv-wkt-to-uv3

Tool for shapefile geometries conversion to UV3 format

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

mmsegmentation

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

object-detector

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

proj-dqry

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-landstats

proj-qalidar

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

proj-roadsurf

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

proj-rooftops

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

proj-soil

regbl-poc

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

regbl-poc-analysis

Analysis scripts and tools for the register of buildings (RBD) completion

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

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.

scale-mae

Modified ScaleMAE for 5 channel RGB-NIR-nDSM dataset

segment-geospatial

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

stdl-media

Storage of publication linked to STDL

swiss-in-motion

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

swiss-territorial-data-lab.github.io

Swiss Territorial Data Lab Public Technical Website

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.