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Free MLOps course from DataTalks.Club
This project visualizes the Global Lithological Map (GLiM) on a 3D interactive globe using R. The visualization provides an engaging way to explore different lithological classifications worldwide …
This repository demonstrates a complete land cover classification pipeline using Sentinel-2 multispectral imagery and a Random Forest machine learning model in Python. The workflow includes preproc…
This repository presents a deep learning-based semantic segmentation approach for detecting agricultural land from historic CORONA Data (1967, ~2.5 m resolution) using a U-Net convolutional neural …
This project presents a robust and efficient approach for tree canopy detection using high-resolution hyperspectral imagery and a point-based XGBoost classification workflow implemented in Python.
A collection of Python packages for geospatial analysis with binder-ready notebook examples
Course materials for: Geospatial Data Science
Long list of geospatial tools and resources
Basic script to order data on Google Earth Engine using Python API
Lithological Mapping Using Spatially Constrained Bayesian Network (SCB-net): A Deep Learning Model for Generating Field-Data-Constrained Predictions with Uncertainty Evaluation Using Remote Sensing…
Detecting region lithology using deep learning and remote sensing
GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more
PhaseNet: A Deep-Neural-Network-Based Seismic Arrival Time Picking Method
A flexible modeling tool for geological/tectonic problems
Implicit 3D geological modeling and geostatistics
An application based on Python and designed as a solution for geology related daily work.
A couple of python scripts to interpret geological structures from geophysical images using deep learning
This is a simple GeoDjango app that uses Colorado geologic data to show the surface geologic unit for the user's location.
Python-based and open source data reduction tool for the major, minor and trace element analysis of minerals as well as of fluid and melt inclusions.
An addon to Immersive Engineering that enhances the world with new minerals, advanced resource processing and multiblocks
LoopStructural is an open-source 3D structural geological modelling library.
🚀 Car Detection from Satellite Imagery using GeoAI is a cutting-edge project that harnesses artificial intelligence to analyze high-resolution satellite images and detect vehicles with precision.
Python for Machine Learning Project on Earthquake Prediction using Python
This project aims to predict the magnitude and probability of Earthquake occurring in a particular region using the historic data with various machine learning models to find which model is more ac…
List of resources for mineral exploration and machine learning, generally with useful code and examples.