Sami Raines's Projects
A structured light scanner
Detecting deforestation of the Amazon rainforest from satellite images
πͺ A curated list of awesome Blender addons, tools, tutorials; and 3D resources for everyone.
A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
Long list of geospatial tools and resources
A curated list of public available resources for the ocean mapping community
Awesome Open Atmospheric, Ocean, and Climate Science
π°οΈ List of satellite image training datasets with annotations for computer vision and deep learning
Pointers to large-scale underwater datasets and relevant resources.
Project on Bathymetry (Water Depth) Mapping using LandSat satellite imagery
The FLIP Fluids addon is a tool that helps you set up, run, and render high quality liquid fluid effects all within Blender, the free and open source 3D creation suite.
BlueROV2 Simulator using godot engine.
Flocking behavior simulation (Unity)
:cherries: :tangerine: :lemon: Tutorial on building and using effective colormaps in climate science :green_apple: :grapes: :eggplant:
Basic example of common words from a text file
Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition
ClasificaciΓ³n de 14 clases de corales del conjunto de datos RSMAS por medio de Deep Learning (Transfer Learning y Fine Tuning)
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Open Data Cube analyses continental scale Earth Observation data through time
Basic decision tree using python
Earth Data Science based off Earth Labs at University of Colorado, Boulder
Demo repo + notebook based off the Spark + AI Summit Wildfires
Tools for working with machine learning in earth science
Scripts and docs used to generate bathymetry from EO data
FastAPI framework, high performance, easy to learn, fast to code, ready for production
A python script written to save frames from video - great for creating datasets for ML
Fast underwater image enhancement for Improved Visual Perception
:book: List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)