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Roshan Prabhakar's Projects

af-datacollection icon af-datacollection

An application for the development of a database storing audience feedback training data

baby-lex icon baby-lex

A baby lexical analyzer (on its way to becoming a compiler). Generates parse trees for regexes, goal is to generate a DFA from a set of regex parse trees.

cif-clustering icon cif-clustering

novel b-tree based clustering engine implementing optimized k-means

ciphers icon ciphers

The Caesar Cypher, Vigenere cipher, and the decryptors. Also a brute force implementation of Frequency analysis to decode vigenere cipher text with any key length

color-replacer icon color-replacer

JPEG inspired image compression. Provides an api for replacing any color from the scope of the image, in accordance with image color clusters.

csquizgrader icon csquizgrader

(BEING REPLACED BY QUIZ GRADER) A quiz grader aimed to reduce the time it takes to grade free response test answers. Prototype aimed for AP Computer Science

digital-puppetry icon digital-puppetry

A puppetry tool for the collaboration of theater artists during quarantine conditions.

facial-haac-2 icon facial-haac-2

an extension of FacialHAAC1. implements landmark detection and location using viola jones filters refined with a custom knn implementation, coupled with jpeg-type background compression.

facialhaac icon facialhaac

An image compression program for face images. The program identifies keystone features of a face in an image necessary for human recognition. These features are preserved during compression.

flowerclassifier icon flowerclassifier

Implementation of the Perceptron Algorithm for single neuron training. Multiple data transformations attempted with results shown at the attached link.

gradientgenerator icon gradientgenerator

A generator for gradient images. RGB gradient space defined as a combination of parametric color points.

gradientmap icon gradientmap

Creates a map of scroll percentage to colors for javascript. Intended use would be through HTML DOM access, through a scroll listener.

imagecompressor icon imagecompressor

A simple scaling Compressor. Pixelates according to user-defined new height and new width.

kmew icon kmew

Booooyaaaa we're making an OS

ldpc-constructions-sandbox icon ldpc-constructions-sandbox

Built on Radford Neal's base library for LDPC codes. Added constructions for regular and protograph codes, through the bipartite representation.

mnist-ocr icon mnist-ocr

Trained with the mnist data set. A k-nearest neighbor project that detects which digit is contained in an image (either user drawn within InteractiveClassifier or from test data). All test data is 28 by 28 pixels of size, and are processed in greyscale. Currently, k = 10 but can be changed from the Classifier class (int n)

mousetracking icon mousetracking

open source that tracks behavioral statistics of an open field test with mice.

multicolorimageconverter icon multicolorimageconverter

An image processing program that converts all pixel values to either of n (user decided) colors that are determined by a kmeans-based algorithm that changes pixel's based on their position in the 3D color plane (rgb cube)

objectdetection icon objectdetection

Object Detection code that uses k-means clustering to recognize the objects in an image. Each object will be a different color in the output image. Also finds and marks the convex hull points on the image (assuming only one object in the picture).

pose-animator-stream icon pose-animator-stream

Implements the streaming of pose-animator structures through an RTCDataChannel, limited by some project specified bandwidth throttle. Developed for STEM to SHTEM 2020.

post-pintos icon post-pintos

An OS for the cortex-a53, tested on a qemu emulated raspberry pi 3b.

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