Arie Wahyu Wijayanto's repositories

ariewahyu.github.io

ariewahyu website

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autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

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awesome-earthobservation-code

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

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awesome-gee-community-datasets

Community Datasets added by users and made available for use at large

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awesome-spectral-indices

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

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Counting-from-Sky-A-Large-scale-Dataset-for-Remote-Sensing-Object-Counting-and-A-Benchmark-Method

Counting from Sky: A Large-scale Dataset for Remote Sensing Object Counting and A Benchmark Method

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DataScience_Interactive_Python

Python interactive dashboards for learning data science

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deafrica-sandbox-notebooks

Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray

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gedi_tutorials

GEDI L3 and L4 Tutorials

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geospatial-data-catalogs

A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, and STAC Index

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geospatialdatascience

Course materials for: Geospatial Data Science

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global-indicators

An open-source tool for calculating spatial indicators for healthy, sustainable cities worldwide using open or custom data.

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GlobalMLBuildingFootprints

Worldwide building footprints derived from satellite imagery

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GML2023

Graph Machine Learning course, Xavier Bresson, 2023

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IdMyPhBuildingFootprints

ML generated building footprints for Indonesia, Malaysia, and Philippines

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ML-University

Machine Learning Open Source University

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nlp-with-transformers

Jupyter notebooks for the Natural Language Processing with Transformers book

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PlanetaryComputerExamples

Examples of using the Planetary Computer

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python-time-series-handbook

Notebooks for the course "Time series analysis with Python"

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PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

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rcityviews

A user-friendly R interface for rendering customizable city maps using OpenStreetMap (www.openstreetmap.org) data, implemented as an R package and a Shiny web application.

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remote-sensing-datasets

Remote sensing datasets for machine and deep learning, model deployment & software

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sat_cnn

Code for "Estimating Generalized Measures of Local Neighbourhood Context from Multispectral Satellite Images Using a Convolutional Neural Network" research paper

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SAURUSS-Autonomous-Drone-Surveillance

An autonomous drone and sensor based surveillance system that use a Tello Drone, an Arduino, a Raspberry Pi and an Android smartphone.

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urbanity

A network-based python package to understand and model urban complexity

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urbdash

Repository for the Global Urban Network Dashboard. Contains dash app, assets (style.css, images), and GUN data.

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