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Luca Marini's Projects

cropmaze icon cropmaze

CropMaze is a 2D survival videogame in which you control a farmer, whose goal is to protect his crop from aliens

csv_to_gee_points icon csv_to_gee_points

Simple Python script that generates (from a csv file containing lat and long coordinates) a txt file with each row corresponding to the definition in Javascript of a ee.Geometry.Point. Each ee.Geometry.Point can then be imported and visualized in the Code Editor of Google Earth Engine, instead of writing all of them manually

football-player-position-classifier icon football-player-position-classifier

Classification of Fifa19 Players' position using Perceptron, KNeighborsClassifier, Multi-Layer Perceptron, Logistic Regression, XGBoostClassifier, Support Vector Machines, and Neural Networks

marine-anomaly-detection icon marine-anomaly-detection

Semantic segmentation of marine anomalies using semi-supervised learning (FixMatch for semantic segmentation) on Sentinel-2 multispectral images.

msmatch icon msmatch

Code for the paper "MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels"

orbitalai icon orbitalai

Starter toolkit for the OrbitalAI AI4EO Challenge.

pyraws icon pyraws

Python for Raw Sentinel-2 data (PyRawS) is an open-source software providing utilities to open and process Sentinel 2 RAW data, which corresponds to a decompressed version of Level-0 data with additional metadata. The software is demonstrated on the first Sentinel-2 dataset containing raw data for warm temperature hotspots detection/classification.

rcmdownloader icon rcmdownloader

RADARSAT Constellation Mission (RCM) downloader for macos integration with GEE

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