Tapasya Gutta's repositories
FruitTrayImageProcessing
An image is processed using Object Detection, Color Manipulation with the help of OpenCV library.
RecognitionAndFrequencyCountOfIndividuals
The system has to detect a human, recognize if the human is in the database, which has pictures of three different subjects and tracks the frequency of the person. ▪ Faced some difficulties on how to count the frequency of the individual on the screen but what able to solve through some brainstorming. Technologies used: Machine Learning Algorithms, OpenCV library, C++ programming language
BookRepository
A RESTful web service using PHP to get a list of books and the details of each book.
ColorizedDepthImageGeneration
The aim is to generate Colorized Depth Images using Color and Depth frames, and various matrices, and object detection.
FaceRecognitionAndRedaction
The objective of this system is singular face recognition and redact it in real-time.
FetchTopFiveBabyNames
A Web-based project. This project is utilized to fetch the top-five names of babies in the range of years 2004 to 2013. The main goal of this system is to understand how to make an AJAX request service call to the server, from there understand how to connect to the database and fetch the required data. These results have to be received by the client where the contents of the web page will be updated dynamically. Technologies: HTML, AJAX, PHP, MySQL Date: Oct, 2016
FlickrPhotoExtraction
A PHP file to extract photos from Flickr using Flickr API.
GIT_Workshop
workshop
InsurancePolicyPredictor
The aim of the project is to generate models on the provided dataset using the various classifications techniques present in the R repository, analyze the technique and results of the models, and present one which is the most accurate.
Learn-Python-The-Hard-Way
My answer for the book Learn Python The Hard Way
learnopencv
Learn OpenCV : C++ and Python Examples
MachineLearningInSpark
Applied various types of Machine Learning Algorithms using Spark and code is typed in Scala
MachineLearningProjects
These are some of the projects that I have worked on while taking the Machine Learning course at UT Dallas under Prof Anjum Chida in Spring 16. Assignment 2 consists of Naive Bayes and Logistic Regression codes for classifying emails as either spam or ham. Assignment 3 consists of Image segmentation using K-Means and Perceptron algorithm for email classification. Both the assignments contain the datasets.
MasterComputerVision
Mastering Computer Vision with OpenCV using Python
NoiseRemovalAndObjectCounting
An image is processed using Gaussian filters, Binary Images, Object Detection, Color Manipulation with the help of OpenCV library.
RentWheels
An intuitive, attractive car rental website, is built by a team of three with no adverse glitches, using PHP, JavaScript, jQuery, MySQL.
RubyOnRailsBlog
A blog application using Ruby On Rails that performs all CRUD operations.
SalePricePrediction
The goal of this application is to predict the final sale price of houses based on the various features present in the house and the previous history.
SparkGraphX
Implemented Spark GraphX using RDD's.
tapasya234.github.io
This is the template for the Git HTML CSS workshop
WordCount
A Big Data related project. Part 1: Write JAVA code to download and decompress files, upload them onto HDFS, and write WordCount Algorithm to count each word in all the six books. Part 2: Use Twitter Search API to gather tweets about a topic on 6 different timelines and write a WordCount Algorithm to count each occurrence of a hashtag. Technologies: Java, MapReduce
YELPBusinessReviews
A Big Data related project. The system implemented Java-based MapReduce in Eclipse IDE and Spark-based MapReduce in DataBricks Community Edition. Performed many operations like reduce side join, aggregation, top 10 listings, filter, and much more. Technologies used: Java, Scala, Spark, MapReduce. Date: Oct, 2016