fdbesanto2's repositories
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
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
lidar-prod
A production AI brick that augments a rule-based Lidar classification with AI predictions and vector database.
lidRbook
The lidR package tutorials book :book:
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