fdbesanto2

3d-forest-detection-segmentation

awesome-notebooks

A powerful data & AI notebook templates catalog: prompts, plugins, models, workflow automation, analytics, code snippets - following the IMO framework to be searchable and reusable in any context.

bap

Best Available Pixel calculation using Google Earth Engine

bibtex-tidy

Cleaner and Formatter for BibTeX files

BioPAL

BIOMASS Product Algorithm Laboratory

datasets

Datasets for deep learning with satellite & aerial imagery

geog0111_NEW

UCL MSc coursenotes

geomatics-textbook

hdi_downscaling_mosaiks

HighResCanopyHeight

This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar".

HORAYZON

Package to efficiently compute terrain parameters (like horizon, sky view factor, topographic openness, slope angle/aspect) from high-resolution digital elevation model (DEM) data. The package also allows to compute shadow maps and correction factors for downwelling direct shortwave radiation for specific sun positions.

Landsat_SMW_LST

Land Surface Temperature from Landsat on Google Earth Engine

LEAF-Toolbox

lidar-prod

A production AI brick that augments a rule-based Lidar classification with AI predictions and vector database.

lidar_tools

lidRbook

The lidR package tutorials book :book:

msc-thesis

my-awesome-stars-2

myria3d

Myria3D: Aerial Lidar HD Semantic Segmentation with Deep Learning

odeon

ODEON is a task-agnostic framework for deep learning applied to remote sensing

online-cv

A minimal Jekyll Theme to host your resume (CV)

PlanetaryComputerExamples

Examples of using the Planetary Computer

pyntcloud

pyntcloud is a Python library for working with 3D point clouds.

segment-lidar

Python package for segmenting LiDAR data using Segment-Anything Model (SAM) from Meta AI.

Self-Hosting-Guide

Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, WireGuard, Automation, Home Assistant, and Networking.

sentinel-tree-cover

Image segmentations of trees outside forest

skorch

A scikit-learn compatible neural network library that wraps PyTorch

spanner

Utilities to support landscape-, forest-, and tree-related data collection, manipulation, analysis, modelling, and visualization.

starred

creating your own Awesome List by GitHub stars!

TreeCountSegHeight

Code for paper