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mssjoud's Projects

building-semantic-segmentation-of-insar-images icon building-semantic-segmentation-of-insar-images

We apply some state-of-the-art semantic segmentation methods to InSAR image building segmentation, directly. They are Unet, SegNet, RefineNet, PSPNet, and Deeplab v3+. These segmentation patterns are regarded as the comparative results with CVCMFFNet, which links to https://github.com/Jiankun-chen/CVCMFFNet-master

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

dsen2 icon dsen2

Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network

fastica icon fastica

MATLAB program that implements the fast fixed-point algorithm

fgi-gsrx icon fgi-gsrx

FGI-GSRx Open Source multi-GNSS software receiver

geemap icon geemap

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

geometric-attributes-toolbox icon geometric-attributes-toolbox

The Geometric Attributes toolbox is a set of QGIS tools designed for the geometric attribute and shape characterization of modern depositional elements

god-level-data-science-ml-full-stack icon god-level-data-science-ml-full-stack

A collection of scientific methods, processes, algorithms, and systems to build stories & models. This roadmap contains 16 Chapters, whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

isce2 icon isce2

InSAR Scientific Computing Environment version 2

itransformer icon itransformer

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

modou-lectures-series icon modou-lectures-series

in progress of building lectures series on the use of geospatial and computer vision deep learning for solving real world problem

postgis-spatiotemporal icon postgis-spatiotemporal

Spatio-temporal trajectory functions beyond the built-in PostGIS temporal support (https://postgis.net/docs/reference.html#Temporal)

pwcica-toolbox icon pwcica-toolbox

MATLAB Toolbox for Pairwise Complex Independent Component Analysis (PWCICA)

raster-functions icon raster-functions

A curated set of lightweight but powerful tools for on-the-fly image processing and raster analysis in ArcGIS.

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