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Slides and code samples for training, tutorials, and workshops about Docker, containers, and Kubernetes.

Shell 3,689 1,596 Updated Jan 23, 2025

Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.

Jupyter Notebook 336 25 Updated Mar 30, 2024

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

Jupyter Notebook 188 136 Updated Jan 23, 2025

Techniques for deep learning with satellite & aerial imagery

8,919 1,515 Updated Nov 19, 2024

What the f*ck Python? 😱

Python 35,969 2,665 Updated Jan 16, 2025

A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"

Python 5,162 1,729 Updated Nov 6, 2024

Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.

Python 7,826 437 Updated Nov 1, 2024

Solutions of the exercises and problems from Michael Nielsen's book Neural Networks and Deep Learning: http://neuralnetworksanddeeplearning.com/

Jupyter Notebook 160 53 Updated Mar 28, 2021

Deep Learning Illustrated (2020)

Jupyter Notebook 721 363 Updated Feb 26, 2023

Generic U-Net Tensorflow 2 implementation for semantic segmentation

Jupyter Notebook 253 88 Updated Dec 26, 2022

Official Kaggle API

Python 6,398 1,119 Updated Jan 23, 2025

interactive visualization of 5 popular gradient descent methods with step-by-step illustration and hyperparameter tuning UI

C++ 1,233 125 Updated Aug 4, 2024

Machine Learning for Earth Observation Training of Trainers Bootcamp

Jupyter Notebook 95 66 Updated Nov 17, 2021

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from …

Python 339 109 Updated Mar 1, 2021

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

Jupyter Notebook 8,010 5,914 Updated Jan 22, 2025

A repository of custom scripts to be used with Sentinel Hub

JavaScript 665 298 Updated Nov 28, 2024

This repository contains a Jupyter Notebook for automatic flood extent mapping using space-based information.

Jupyter Notebook 37 13 Updated Feb 21, 2023

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

Python 3,550 1,101 Updated Jan 15, 2025

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

Python 2,029 387 Updated Aug 27, 2020

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

3,697 644 Updated Jul 14, 2022

The fastai book, published as Jupyter Notebooks

Jupyter Notebook 22,383 8,596 Updated Aug 16, 2024

Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"

Jupyter Notebook 110 47 Updated Nov 22, 2022

A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.

985 298 Updated Aug 7, 2024

A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

HTML 1,240 244 Updated Sep 23, 2024

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Jupyter Notebook 28,271 12,849 Updated Jun 13, 2024

Manipulation and analysis of geometric objects

Python 3,986 572 Updated Jan 15, 2025

GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.

C++ 5,063 2,603 Updated Jan 23, 2025
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