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Shreya Sharma's Projects

cannon-ai icon cannon-ai

An implementation of the game Cannon. Support for clients to play on a central server.

cvbook icon cvbook

Notes for Jan Erik Solem's "Programming Computer Vision with Python" book

hand-gesture-recognition icon hand-gesture-recognition

Trained a CNN classifier to recognise real-time hand gestures for music control - next, previous, pause

image-processing-libraries icon image-processing-libraries

Image processing library with different APIs to applying different convolution filters or given an MNIST image, output top 3 digits with highest softmax probabilities of match

indian-road-traffic-simulator icon indian-road-traffic-simulator

Developed a road traffic simulator usingc++to realise the real life scenario of Indian roads withuser definedtraffic rulesand vehicles; illustrated onOpenGLAPI to render 2D vector graphics

models icon models

Models and examples built with TensorFlow

naivebayes__svm icon naivebayes__svm

e Na¨ıve Bayes algorithm for classification of tweets. Given a user’s tweet, task is to predict the sentiment (Positive, Negative or Neutral) of the tweet.

prolog-compiler-with-krivine-and-secd-machine icon prolog-compiler-with-krivine-and-secd-machine

Implemented inOcaml; ALex Scannerconverted the input program to tokens which were converted to anAbstractSyntax TreeusingRecursive Descent Parser. The AST was type checked and a low level code was generated, whichwas executed by the machines. Machines also supported features like recursion etc

pymoo icon pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMA-ES

web-search-engine icon web-search-engine

Made an inverted page index, displaying results viaranking algorithmwith support for different kinds of search queriesand implemented AVL tree to obtainlogarithmicsearch time

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