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Shyam Sunder's Projects

jarvis icon jarvis

Machine learning group course work, satellite image object classification

magicmirror icon magicmirror

MagicMirror² is an open source modular smart mirror platform. With a growing list of installable modules, the MagicMirror² allows you to convert your hallway or bathroom mirror into your personal assistant.

mempeek icon mempeek

Mempeek is a simple programming language designed to operate on the physical memory of a computer system

mltools icon mltools

A collection of Machine Learning Tools for object detection and classification on DG imagery.

opencv icon opencv

Open Source Computer Vision Library

plot-boundary-extraction-csv-kml icon plot-boundary-extraction-csv-kml

In this approach, first I create a KML file from the field map (.CSV) using Python, generate polygon shapefiles with known size for each plot from KML file, and assign plot ID to each plot using the field map. To define the geographic extent of the field, the python script asks for the coordinate of two points in the field: the start point of the first plot on the top right and the end point of the last plot on the bottom left. Then it starts from the top right and builds the first polygon using the defined plot size, and skips the gap between plots and generates the next one until it gets to the last plot on the bottom left. In this approach the plot IDs are assigned automatically and simultaneously from the field map excel sheet.

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

rit-18 icon rit-18

High-Resolution Multispectral Dataset for Semantic Segmentation

sat-seg icon sat-seg

Deep learning for semantic segmentation of satellite imagery

sec icon sec

Seed, Expand, Constrain: Three Principles for Weakly-Supervised Image Segmentation

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