A curated list of Earth Science's Artificial Intelligence (AI) tutorials, notebooks, software, datasets, courses, books, video lectures and papers. Contributions most welcome.

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

blendergis

Blender addons to make the bridge between Blender and geographic data

bmi-python

Python bindings for the Basic Model Interface

bootcamp

bundler_sfm

Bundler Structure from Motion Toolkit

cams-tools

Copernicus Atmosphere Monitoring Service (CAMS) downloading and processing tools

conda_envs

conda environment setup in Linux / macOS for InSAR data processing

course20

Deep Learning for Coders, 2020, the website

covid_toll_tool

All-cause vs COVID-19 mortality in the context of vaccinations count, virus testing, lockdown stringency and the country's all-cause mortality in preceding years.

cvlib

A simple, high level, easy to use, open source Computer Vision library for Python.

darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

dash_doodler

Doodler. A web application built with plotly/dash for image segmentation with minimal supervision. Plays nicely with segmentation gym, https://github.com/Doodleverse/segmentation_gym