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Sumesh K.C.'s Projects

sepal icon sepal

Geographical Data Processing in the Cloud

sits icon sits

Satellite image time series in R

sktime icon sktime

A scikit-learn compatible Python toolbox for machine learning with time series

sktime-dl icon sktime-dl

Deep learning extension package for sktime based on Keras

spatial icon spatial

GIS and Spatial Analysis lecture notes

spectral icon spectral

Python module for hyperspectral image processing

statslearning icon statslearning

Completed Practicals for Stats Learning -- This was a lecture course taught by Dr. Tengyao Wang (http://www.homepages.ucl.ac.uk/~ucaktwa/) during my MMaths Degree in Cambridge.

temporalcnn icon temporalcnn

Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series

time-series-remote-sensing-construction-idl-code- icon time-series-remote-sensing-construction-idl-code-

It is a IDL-based program for generating a smooth daily time series remote sensing dataset, specifically developed for working with non-equitdistant spacing time series data. It also works well with MODIS, SPOT-VEG. The story of developing this program can referred to my article: Pan Z., Mapping crop phenology using NDVI time-series derived from HJ-1 A/B data. Welcome to use and good luck with your research.

tstools icon tstools

QGIS2 plugin tools for remote sensing timeseries

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