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4d-platform-frontend

This repository holds the many tools available for operating with different files in STDL's 4D platform.

alzheimers-dl-network

A CNN-LSTM deep learning model for prognostic prediction and classification of Alzheimer's MRI neuroimages.

auto-rasterize

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

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

citylabor-project

convlstm-2

Convolutional LSTM for Precipitation Nowcasting

dalai-suite

3D models processing toolbox

daltonizar

This repository is a user-friendly R Shiny app to use CVD's package Color.Vision.Daltonize function.

eoforecast

A Deep Learning R package based on torch to forecast eo data cubes

eratosthene-suite

Multi-scale 4D-Earth server front-end and clients

forest_wildfire_spreading_convlstm

A personal trial to understand and simulate forest wildfire spreading from satellite data using Deep Learning (a model with a ConvLSTM layer).

fun-with-netflix

Do some data analysis on your netflix history data

geoinfo

Curso de Verão em Geoinformática e Geospatial Data Science

geor

:exclamation: This is a read-only mirror of the CRAN R package repository. geoR — Analysis of Geostatistical Data. Homepage: http://www.leg.ufpr.br/geoR/

geostat_beta_analitica

Contém todo o material do curso "Introdução à Geoestatística no R" da Beta Analítica (21/05/2020). Baixe, dezipe e use a senha enviada. This repository contains all materials for the "Introduction to Geostatistics in R" course from Beta Analítica (21.05.2020). Download, unzip and use the given password.

lab4-itsp

This repository defines many geometry classes and allows you to run a unit test on all the functions from these classes

lab6

lamir_unsupervised_learning

This is the RMarkdown file with 2020's IC report for LAMIR. It includes codes and results

median_filtering

This a median filtering image segmentation procedure using scikit learn developed with the aim of getting the houses only from swisstopo topographic maps

nir-img-clustering

Unsupervised Learning for RGB+NIR imagery.

precipitation-nowcasting

pytorch implemention of trajGRU.

r4openeo-usecases

Use-cases for the project r4openeo

regbl-poc-intyearpolator

Intyearpolator is, as its name suggests, a spatial interpolator designed for predicting years of a random field.

regbl-validation-maker

This code is a tool for the creation of validation datasets from the regbl database

rgb-from-geotiff

This code converts RGB geotiff into UV3

richme

An R package to support easy stock portfolio simulation and forecasting

richme-dashboard

Shiny app to monitor and forecast stocks portfolio based on R richme library

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.

sdsr

Spatial Data Science

spatiotemporal-geostatistics-weather-forecasting

A geostatistical spatiotemporal model for forecasting temperatures in Switzerland was compared to a deep learning approach.