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Sharad Kumar Gupta's Projects

eyenet2 icon eyenet2

ACCV'18 workshop - Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model

failed-ml icon failed-ml

Compilation of high-profile real-world examples of failed machine learning projects

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

flopy icon flopy

A Python package to create, run, and post-process MODFLOW-based models.

forestatrisk icon forestatrisk

:package: :snake: Python package to model and forecast the risk of deforestation

frlbox icon frlbox

Lab MATLAB repository with utility programs, etc.

fuse icon fuse

Framework for Understanding Structural Errors

gee_monkey icon gee_monkey

Batch export Google Earth Engine (GEE) tasks with `Tampermonkey`.

gee_s1_ard icon gee_s1_ard

Creates an analysis ready sentinel-1 SAR image collection in Google Earth Engine by applying additional border noise correction, speckle filtering and radiometric terrain normalization.

geemap icon geemap

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

geesebal icon geesebal

A new open source and web tool to estimate actual ET based on SEBAL model.

geomla icon geomla

Machine Learning algorithms for spatial and spatiotemporal data

geospatial icon geospatial

A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.

geospatial-data-catalogs icon geospatial-data-catalogs

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

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