nsashi's repositories
AGStoShapefile
Convert ArcGIS Server Dynamic Map Service to GeoJSON and Shapefile
AGU2017
Content for my AGU 2017 presentations.
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome-openai-vision-api-experiments
Examples showing how to use the OpenAI vision API to run inference on images, video files and webcam streams
covid-projections
COVID-19 Projections Data and Dashboard
deepLearningBook-Notes
Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
earth
a project to visualize global weather conditions
era5_in_gee
Functions and Python scripts to ingest ERA5 data into Google Earth Engine
Fractional-Built-up-Prediction-10m-from-Landsat-8-using-Random-Forest-Algorithm-
This is a script that reads in Landsat-8 data, Esri Sentinel-2 10m land cover time series data and train a random forest classification algorithm to estimate fractional built cover at 30m scale. The trained model can be used to produce fractional land cover for other regions.
GeostatsPy
GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz
geostatsr
Geostatistical utilities and tutorial in R. For the tutorials I have included Rmarkdown html files.
go-mesh
Realtime data exchange platform for Smart Cities
GoogleEarthEngine-sentinel1-vegetation-indices
It contains Google Earth Engine codes (JavaScript API) to process Sentinel-1 and Landsat 8 images to compute SAR and optical vegetation indices.
jaltol
a QGIS python plugin to make typology-specific Rural Water Security Plans. These plans help lead the user from data to decisions
Landsat_SMW_LST
Land Surface Temperature from Landsat on Google Earth Engine
LULC_IndiaSAT
A multi-level land use and land cover classification.
maps
Repository for all spatial data.
micmac
Free open-source photogrammetry software tools
mizuRoute
Reach-based river routing model
multimodalCD_ISPRS21
official repository to share data and code of our study "FUSING MULTI-MODAL DATA FOR SUPERVISED CHANGE DETECTION" accepted and published as a full paper at ISPRS Congress 2021
PadhAI-Deep-Learning
This repository contains my solutions to PadhAI deep-learning course.
paleo-asia
Data and code for the paper "Coherent streamflow variability in Monsoon Asia over the past eight centuries---links to oceanic drivers"
PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
sentinel-1-SAR-vegetation-indices
This repository contains a pipeline blending Python and R features, first to: download, preprocess, and compute Sentinel-1 SAR vegetation indices (all in Python); following for image sampling in R.
skylark
skylark assignment
SpeedyWeather.jl
The little sister of a big weather forecast model
SWEET_python
A port of the EPA's Solid Waste Emissions Estimation Tool (SWEET) to Python.