Kamwoo Lee's repositories
understanding-deep-learning
Understanding Deep Learning - Simon J.D. Prince
techniques
Techniques for deep learning with satellite & aerial imagery
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
GeoMetaTool
Automatic creation of ISO19115-3 compliant metadata
data-best-practices
Best practices for sharing Critical Zone data.
fuji
FAIRsFAIR Research Data Object Assessment Service
Scalable-Bayesian-spatial-modeling-for-general-model-structures-beyond-Gaussian-
This contains code for implementing the methods in Peruzzi M, Dunson DB (2022) "Spatial meshing for general Bayesian multivariate models" arXiv:2201.10080. The methodology is designed to provide scalable algorithms for large spatial datasets including for models not covered by many of the previous scalable Bayesian methods.
spDisag
This repository contains the code for dasymetric mapping of neighborhood data to grid cell level
gis-metadata-parser
Parser for GIS metadata standards including ArcGIS, FGDC and ISO-19115
Password-protection-for-static-pages
Password protection for static pages
GANPriors
Official TensorFlow implementation of GAN-based priors for quantifying uncertainty.
simple-physics-simulator-pytorch-geometry
Minimal pytorch version of https://github.com/deepmind/deepmind-research/tree/master/learning_to_simulate
bbplot
R package that helps create and export ggplot2 charts in the style used by the BBC News data team
wbgviz
Several R packages for World Bank-standard visualisations, building on ggplot2
nightlight_electrification
Steps to create electrification estimates from settlement maps and nighttime satellite imagery.
EfficientObjectDetection
PyTorch Implementation of Efficient Object Detection in Large Images - [WACV20]
efficientPovertyPrediction
Efficient Poverty Prediction
sdgatlas2018
Replication code for the World Bank Atlas of Sustainable Development Goals 2018
metageta
Metadata Gathering, Extraction and Transformation Application - Unmaintained
DesktopMetadataExtractor
desktop tool for extracting metadata from geospatial data