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Karthik Murugadoss's Projects

airport-taxiway-optimization icon airport-taxiway-optimization

The goal of this project is to develop and optimize an Integer Linear Programming model to solve airport taxiway optimization

building-neural-networks-from-scratch icon building-neural-networks-from-scratch

Implements image classification functions such as forward pass, activation functions, performance calculators from scratch and compares with high level keras api

cnn-on-flowersdataset icon cnn-on-flowersdataset

Improving the image classification using CNN, Data Augmentation, Transfer Learning and Ensemble Techniques

human-activity-recognition icon human-activity-recognition

This project is to build a model that predicts the human activities such as Walking, Walking_Upstairs, Walking_Downstairs, Sitting, Standing or Laying.

malware-prediction icon malware-prediction

In this project I intend to classify malware into families based on file content and characteristics

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