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Keras implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. (https://arxiv.org/abs/1810.11654).
3D_SITS_Clustering
Perform optimal state estimation for linear systems with adaptive online noise covariance estimation
Adaptive-median image filter in pure python - use with
Spectrum estimation, adaptive filter, and machine intelligence.
AnuGA for the simulation of the shallow water equation
This code refers to the first Antecedent Rainfall - Susceptibility threshold model of Monsieurs et al. 2019
Python libraries and modified GMTSAR scripts for running GMTSAR on HPC systems.
A Python module of a fast and intelligent algorithm for finding the pixel displacement between two images
Python code using Cartopy package for plotting maps of ASEAN countries
Implemented and refined a novel neural network architecture used for abnormal change detection. Successfully predicted the timely change of satellite images by inserting the unsupervised and jointly learned change information of nearby image crops.
This script can be used for downloading and exporting to NetCDF4. time dimension in this data is every 10 minute. Automatic download and convert with realtime system date can be implemented by using bash (see my next post auto_himawari_8).
InSAR processing chain tools for SBAS interferogram stacking
Package for solving hyperbolic systems of partial differential equations
Python and Google Earth Engine ML workflow for estimating inundation beneath clouds for flood mapping based on auxiliary data.
Contains the jupyter notebooks for the practical part of the Computer Vision lecture I held at the University of Applied Sciences Technikum Wien from 2019 to 2022. The topics covered include general image handling and processing, traditional feature engineering, neural networks and deep learning, convolutional neural networks and autoencoders with a focus on segmentation tasks
Computer vision project (Master of Artificial Intelligence at KU Leuven). Comparison of PCA and autoencoder, classification of images and segmentation on the dataset PASCAL VOC-2009. This project was done in colaboration with Abel Rodríguez (abelrguezr).
Convolutional Solvers for Partial Differential Equations
VGG + Autoencoders + YOLO_v4 + Detectronn2 (Instance Segmentation)
My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
Connected Components (CC) from longitudinal river profiles for debris flow mapping
A Deep Learning Framework for High Precision Recognition and Segmentation of Co-seismic Landslides
Download precision orbit files for sentinel-1 data
Utilities to support USGS earthquake shaking and impacts software, such as ShakeMap, PAGER, and groundfailure.
An open-source, interactive, and highly customizable workflow for glacier velocity mapping using feature tracking technique and satellite images.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.