MatthewJWhittle

Video-Dataset-Loading-Pytorch

Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.

GeoSynth

A PyTorch implementation of "GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis"

techniques

Techniques for deep learning with satellite & aerial imagery

awesome-satellite-imagery-datasets

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

dd-ml-segmentation-benchmark

DroneDeploy Machine Learning Segmentation Benchmark

malpolon

Deep-SDM framework

CameraTraps

PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.

Code-Repository

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

lonboard

A Python library for fast, interactive geospatial vector data visualization in Jupyter.

geoarrow-rs

GeoArrow in Rust, Python, and JavaScript (WebAssembly) with vectorized geometry operations

geopolars

Geospatial extensions for Polars

deck.gl-raster

deck.gl layers and WebGL modules for client-side satellite imagery analysis

Snowflake_ML_Intro

Introduction to performing Machine Learning on Snowflake

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

balanced-employee-ip-agreement

GitHub's employee intellectual property agreement, open sourced and reusable

xarray

N-D labeled arrays and datasets in Python

elapid

Species distribution modeling tools, including a python implementation of Maxent

segment-geospatial

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

floodmodeller-api

The Flood Modeller Python API is a free and open-source python package which provides a bridge between Flood Modeller and the python programming language to extend the capabilities of Flood Modeller in automated workflows

esri-leaflet

A lightweight set of tools for working with ArcGIS services in Leaflet. :rocket:

Microsoft365R

R SDK for interacting with Microsoft 365 APIs

lwgeom

bindings to the liblwgeom library

exactextractr

R package for fast and accurate raster zonal statistics

sfnetworks

Tidy Geospatial Networks in R

fasterize

High performance raster conversion for modern spatial data 🚀🌏▦

writeMDX

writes RMarkdown (.Rmd) files to MDX (.mdx) format. Used for R ➡️ RMarkdown ➡️ Markdown ➡️ MDX ➡️ JS ➡️ Gatsby blog

NBN4R

This is a project to enable the R community to access data and resources hosted at National Biodiversity Network (NBN) Atlas. The goal is to enable outputs (e.g., observations of species) to be queried and output in standard formats.

sf

Simple Features for R

openxlsx

openxlsx - a fast way to read and write complex xslx files