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Karthik Desingu's Projects

computer-networks-labwork icon computer-networks-labwork

Programs, reports, documentation, and screenshots implemented and designed for the laboratory coursework in UCS1511: Computer Networks course.

data-structures-labwork icon data-structures-labwork

Programs and complete ADTs for common data structures implemented in C for the coursework on UCS1312: Data Structures course

em-clustering-sc-transcriptomics icon em-clustering-sc-transcriptomics

Expectation-Maximization-based clustering algorithm to identify groups defined by biological variates as clusters in single-cell transcriptomic data.

funded-project-tracker icon funded-project-tracker

A web-based platform to manage resources and grants for research projects at universities. Deployed for use at Anna University, India.

graphics-and-multimedia-labwork icon graphics-and-multimedia-labwork

Programs, reports, documentation, and screenshots implemented and designed for the laboratory coursework on UCS1712: Graphics and Multimedia course.

image-clef-medical-gan-2023 icon image-clef-medical-gan-2023

Scripts, figures, and working notes for the participation in ImageCLEFmedical GANs task, part of the 14th CLEF Conference, 2023.

lesion-characterization-using-cgan icon lesion-characterization-using-cgan

Analysis of the dermoscopic image processing pipeline toward optimally segmenting skin lesion regions and classifying lesion types using adversarial and generative deep learning.

locatemybus icon locatemybus

IoT and ML to assuage the uncertainty in city bus schedules. Track live running status and avail tentative schedule of buses. Minimal IoT setup with a central ML-driven web-backend.

lung-tumor-classification icon lung-tumor-classification

Deep-learning based classification pipeline for subtyping lung tumors from histology. Study design and codebase to analyze the impact of nucleus segmentation on subtyping.

niffler icon niffler

Niffler: A DICOM Framework for Machine Learning and Processing Pipelines.

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