turguthaspolat Goto Github PK

awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

awesome-satellite-imagery-datasets

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

ccml

colearn-1

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 175 universities.

demo-collective-learning

Demo code for the Collective Learning Medium article

earth-engine-datasets-list

List of all datasets included in Google Earth Engine (generated from https://code.earthengine.google.com/datasets/)

earthengine-py-notebooks

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

ee-rgb-timeseries

Earth Engine JS module to color time series chart points as stretched 3-band RGB.

encrypted-evaluation

Client/Server framework for encrypted machine learning using homomorphic encryption

geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and folium

geospatial-machine-learning

A curated list of resources focused on Machine Learning in Geospatial Data Science.

homomorphic_encryption_intro

Notebooks for the HE introduction

hyperspectral_image_analysis_simplified

The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.

land-cover

Code for training and testing deep learning based land cover models.

ledger

Official Fetch.AI Ledger C++ implementation

open-solution-mapping-challenge

Open solution to the Mapping Challenge :earth_americas:

pathawayer

Studies on Blockchain & AI collaboration to empower agronomy management

pp-cnn

Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference

programmingbitcoin

Repository for the book

pycrcnn

Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption

pyfhel

PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in Python, with NumPy compatibility. Uses SEAL/PALISADE as backends, implemented using Cython.

pysyft

A library for answering questions using data you cannot see

qgis-earthengine-examples

A collection of 300+ Python examples for using Google Earth Engine in QGIS

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

sdeverywhere

SDEverywhere translates System Dynamics models from Vensim to C and WebAssembly

simulation

Node and browser package to run simulations.

smash-stylized-model-of-agricultural-smallholder-households_v1.0.0

swarm_learning

Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020

tenseal

A library for doing homomorphic encryption operations on tensors