Venkata Sai Krishna Vanama's Projects
PyAEZ is a python package consisted of many algorithms related to Agro-ecalogical zoning (AEZ) framework.
pyGIS is an online textbook covering all the core geospatial functionality available in Python. This includes handling vector and raster data, satellite remote sensing, machine learning and deep learning applications. -- Under Development --
A crash course into using Python for geospatial analysis.
This includes short and minimalistic few sessions covering fundamentals of Python programing language for geospatial data analysis.
A collection of Python packages for geospatial analysis with binder-ready notebook examples
Content from the University of British Columbia's Master of Data Science course DSCI 511.
PythonBeginner.org - Theme & posts
PyThreshold is a python package featuring Numpy/Scipy implementations of state-of-the-art image thresholding algorithms.
A collection of 300+ Python examples for using Google Earth Engine in QGIS
Building a plugin in QGIS 3.6 using Python
A basic procedural modelling engine for generating buildings and other features in CityGML
Python package used for generating HTML reports about the contents of Esri geodatabases.
Remote Sensing data is available in different data formats. Sometimes researchers often struggle at how to read and analyze this data. So, here this repository guides you through analysis of various RS datasets.
GEE flood algorithm as described in DeVries et al., Remote Sensing of Environment (2020)
Web-application for collecting in-situ measurement during the field campaign--Field Data Collection App: SANGRAHAN
Flood inundation mapping with Sentinel-1 SAR and detrended terrain data
A QGIS plugin to generate polarimetric SAR descriptors.
This repository contains only part of the code written for performing the experiments with Earth Observation Data with SAP HANA. The Research Journal is available on request.
Code for our paper SAVITR: A System for Real-Time Location Extraction from Microblogs during Emergencies. http://savitr.herokuapp.com
A library for soundscape synthesis and augmentation
Python scripts using scikit-image and scikit-learn to cluster images.
scikit-learn: machine learning in Python
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Sentinel 1 pipeline using SNAP GPT 7.0
A Chrome extension to toggle a side-by-side view in Google Docs.
A repository for public storage of slides given at the 17th Python in Science Conferences (2018)
Slums detection through VHR and MR imagery
Calculate the NDVI index from a Sentinel-2 product in BEAM-DIMAP format (*.dim)