Sharad Kumar Gupta's repositories
emit-sds-l2a
Surface reflectance and mask generation for EMIT.
SpectralUnmixing
Spectral unmixing, oriented towards imaging spectroscopy data. Lots of flavors included.
emit-ghg
Mapping of greenhouse gases with EMIT.
geospatial-data-catalogs
A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index
EOmaps
A library to create interactive maps of geographical datasets
Applied-multivariate-statistical-analysis
Quantnet: MVA quantlets
ivy
Course material on scientific software development for researchers in earth and planetary surface processes
BalancedLSM
Code for landslide susceptibility mapping
WebODM
User-friendly, commercial-grade software for processing aerial imagery. 🛩
Failed-ML
Compilation of high-profile real-world examples of failed machine learning projects
sharadgupta27
Config files for my GitHub profile.
tippecanoe
Build vector tilesets from large collections of GeoJSON features.
Retrogressive_thaw_slumps_DL
Land use classification or Landform delineation on remote sensing images. Specifically, this repo is to delineate landforms due to the thawing of ice-rich permafrost using Deep Learning.
awesome-spectral-indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
gmtsar
PyGMTSAR
Landslide-mapping-on-SAR-data-by-Attention-U-Net
This repository contains codes and sample data from the journal paper "Rapid Mapping of landslide on SAR data by Attention U-net" by Nava et al (2022). With this repository files you can train the Attention U-Net segmentation model on Sentinel-1 SAR amplitude landslide data sampled for the Hokkaido multiple landslide event of September 2018.
Unmixing_Tutorial_IEEE_IADF
Codes and data for Unmixing
pygran
A DEM toolkit for rapid simulation & quantitative analysis of granular systems
Covertype_Analysis
Repo that explores various forest covertypes and houses a flask multi-class classifier
CoastSat
Global shoreline mapping tool from satellite imagery
prosail-viz
A visualization tool for PROSAIL simulation from given input parameters
bmi-example-python
An example of wrapping a model written in Python with a BMI
LabMLDL
Lab Materials for the lecture "Introduction to Machine Learning and Deep Learning".
PlotNeuralNet
Latex code for making neural networks diagrams
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
ReforesTree
🌴 A dataset for estimating tropical forest biomass based on drone and field data
MATLAB_SAR
A basic MATLAB library to demonstrate reading, writing, display, and simple processing of complex SAR data using the NGA SICD standard.