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1d-classification-using-threshold-classifier

There are two sub-species of these snowfolks. One sub-species lives in the Assam region of the Himalayas. The other lives on the other side, in the Bhutan region – closer to Tibet. I'll build a one-dimensional binary classifier based on an observable attribute to classify them. I will write a program that writes a program.

1d-clustering-using-otsu-s-method

There are 2 sub-species of snowfolks(one from Assam and other from Bhutan) which will be clustered based on age.

agglomerative-clustering-and-k-means

There is a shopping data. We'll cluster the customers into groups.

auto-complete

Many of today's cell phones, text editors, and IDEs have an auto-complete feature. This feature attempts to complete the word for you using a list of known words to make suggestions.

automatically-detect-and-recognize-text-in-images

Firstly, Maximally Stable Extremal Regions(MSER) is used to find the text regions. By this the regions which does not contain text are also highlighted. It can be removed by geometric properties(eccentricity, euler number, extent, solidity) or stroke width variation. The values of geometric properties needs to be changed for different images. Then bounding box is drawn for every character. A chain of overlapping bounding boxes indicates a word. Afterwards, the whole text region will be represented by bounding box. The detected text will then be recognized by using OCR function.

bookstore-system-using-oop

Book store maintains an inventory of books. The store tracks the title and author of each book, plus the book's media. The media is one of hardcover(cloth or leather), paperback, and audio books.

countdown

Countdown is a British game show involving word and number tasks. I have implemented numbers round using random restart hill climbing algorithm.

csci_635_project

Kaggle Digit Recogniser contest, Algorithms used:- K-nearest neighbour, Multi-layer perceptron, Dataset:- MNIST

dice-counting

Counts number of 1's, number of 2's,........ number of 6's and number of unknowns from dice image.

diver-segmentation

Given five different videos of divers diving off diving boards at the RIT pool. The videos were recorded at 120 to 240 frames per second. The lighting is fluorescent with 60 Hz flickering.

drawing-forest-using-turtle

A night scene in a forest containing some trees, an optional house, and a star. The second will be a day scene of the sun and a house built from the wood in the night scene.

family-tree-prolog

hangman-game

Hangman game for one player. The program will choose the word from a dictionary file and the user must guess the word within a limited number of guesses.

hot-potato-game

Players are arranged in a circle. The potato begins with one of the players. While music plays, the hot potato is passed from player to player, around the circle. Whoever is holding the potato when the music stops is out. The potato is handed to the next person, and the music starts up again. The game continues until only one player remains. That player is the winner.

intruder-detection

Intruder detection systems are common place now, and readily available in industry, but how do they work? They must detect people and large animals, but not generate false alarms in the presence of small animals, changes in lighting, environmental motion such as trees, or melting snow. To work correctly, the system must learn the background, in order to differentiate foreground objects.

javascript-calculator-without-using-eval-

A simple calculator program.

meme-generator

This React application serves as a dynamic Meme Generator, seamlessly integrating with an external API. The user can input custom text, and upon triggering the 'Generate Meme' button, the app fetches and displays a random meme with the entered text.

new-york-city-car-crash-data-investigation

Determining the impact of COVID-19 on crashes in NY City in the year 2020. Exploring, finding insights, and creating data visualizations.

nsynth-dataset---classify-single-note-recordings-of-instruments-into-1-of-10-instrument-family-names

There are 11 instrument families (e.g., mallet, organ, piano, strings, guitar, etc.), and 3 instrument source types (acoustic instrument sample, electronic instrument sample, or synthesized sample).

parameter-search-using-grid-search-and-refined-grid-search-algorithm

Cost function = objective function + regularization. The objective function is the lines on the edges of the box. For regularization, subtract pixels not on the target lines identified by Canny Edge detector.

principle-component-analysis-and-project-data-onto-first-two-eigen-vectors

First Exploratory Data Analysis(EDA) using Karhunen-Louve Transform(KLT). Thereafter KLT Transformation. We'll graph the importance of the eigenvectors. Then feature generation and data visualization at last.

shish-kebab

steganography

One of the bit planes, on one of the color channels, contains a secret message. We'll find that secret message from the image.

stopwatch-using-javascript

tenzies-game

Tenzi's Game in React: Immerse yourself in the thrill of Tenzi, brought to life with the power of React

zipper-using-mvc-architectural-pattern

Command Line Interface(CLI) for a utility that allows users to compress and uncompress archives using ZIP compression.