shubvats
I'm a CS graduate from Purdue University. My interest is in machine learning, computer vision and data science.
San Jose
Pinned Repositories
Color-Saturation-and-Hue-Mapping
Analyze color space components (Hue, Saturation, Intensity) of an image using OpenCV in Python
COMPAS_Disparities_Analysis
Exploring disparities in the COMPAS algorithm: an analysis of recidivism predictions among demographic groups.
Data-Processing-Visualisation-
This project provides R code for importing, processing, and visualizing datasets, including operations like selecting rows/columns, creating new columns, computation, merging, applying functions, counting, and visualization.
DataScientist-IncomeAnalysis-MATLAB
calculates monthly interest rates for a data scientist's income over 7 months using different APRs. Findings include average and mean APR, income before and after interest, and visualizations of income and interest rates. Ideal for financial analysis enthusiasts, it offers insights into income variations and interest impacts."
Digit-Recognizer-PyTorch
This project implements a Convolutional Neural Network (CNN) to recognize handwritten digits from the MNIST dataset using PyTorch.
FaceRecognition_BiometricValidation
This project focuses on implementing face recognition for biometric validation. The scope includes understanding computational challenges in face recognition, conducting a literature review, and constructing a solution using existing methods.
Image_Filtering_with_Convolution
Image processing, convolution, edge detection, Sobel Operator, C/C++ programming
ImageProcessing-CPP-Raw
"ImageProcessing-CPP-Raw is a repository housing a C++ program designed for fundamental image processing tasks on raw image files. Leveraging C/C++ file I/O operations, the program seamlessly reads raw image data and executes various operations, including intensity reversal, addition of 20 to every pixel, and adding 100 to each pixel.
Interstellar-Passenger-Rescue
Project involves predicting which passengers were transported to an alternate dimension following the collision of the Spaceship Titanic with a spacetime anomaly, machine learning techniques, analyze passenger data to assist rescue crews in identifying and retrieving the lost individuals. It is part of the Kaggle "Spaceship Titanic" competition.
Shoulder-Shrugging-Detection-and-Tracking-in-Videos
Detect and track shoulder movements, specifically shrugging, in videos. Utilizing computer vision techniques, this repository offers robust detection and visualization methods for analyzing upper body gestures.
shubvats's Repositories
shubvats/Color-Saturation-and-Hue-Mapping
Analyze color space components (Hue, Saturation, Intensity) of an image using OpenCV in Python
shubvats/COMPAS_Disparities_Analysis
Exploring disparities in the COMPAS algorithm: an analysis of recidivism predictions among demographic groups.
shubvats/Data-Processing-Visualisation-
This project provides R code for importing, processing, and visualizing datasets, including operations like selecting rows/columns, creating new columns, computation, merging, applying functions, counting, and visualization.
shubvats/DataScientist-IncomeAnalysis-MATLAB
calculates monthly interest rates for a data scientist's income over 7 months using different APRs. Findings include average and mean APR, income before and after interest, and visualizations of income and interest rates. Ideal for financial analysis enthusiasts, it offers insights into income variations and interest impacts."
shubvats/Digit-Recognizer-PyTorch
This project implements a Convolutional Neural Network (CNN) to recognize handwritten digits from the MNIST dataset using PyTorch.
shubvats/EdgeDetection-GradientImage-C
EdgeDetection-GradientImage-C: A C program for edge detection and gradient image generation. Implements threshold-based edge detection and computes gradient images using 3x3 and 5x5 filters. Handles overflow and underflow, essential for image processing tasks.
shubvats/FaceRecognition_BiometricValidation
This project focuses on implementing face recognition for biometric validation. The scope includes understanding computational challenges in face recognition, conducting a literature review, and constructing a solution using existing methods.
shubvats/Interstellar-Passenger-Rescue
Project involves predicting which passengers were transported to an alternate dimension following the collision of the Spaceship Titanic with a spacetime anomaly, machine learning techniques, analyze passenger data to assist rescue crews in identifying and retrieving the lost individuals. It is part of the Kaggle "Spaceship Titanic" competition.
shubvats/IrisPolar-Iris-Segmentation-and-Polar-Transformation
The goal of this project is to accurately segment the iris region of an eye from given images and convert it into a co-centricity invariant representation by transforming Cartesian coordinates to polar coordinates. This involves two key steps: detecting the iris boundaries using circle detection techniques and converting the segmented iris region t
shubvats/SkinDetection-KMeansClustering
This repository contains MATLAB code for skin detection using k-means color clustering. The project aims to segment skin regions in images of hands with different backgrounds by implementing repetitive k-means clustering and probability thresholding.
shubvats/TeethGapDetector-Dental-Radiograph-Gap-Detection-and-Line-Approximation
Dental Radiograph Gap Detection and Line Approximation
shubvats/WIne-Quality-Analysis-
Explore 1599 samples of red wine physicochemical properties. Predict quality ratings based on 11 features. Perform statistical analysis and visualizations to understand relationships.
shubvats/Image_Filtering_with_Convolution
Image processing, convolution, edge detection, Sobel Operator, C/C++ programming
shubvats/ImageProcessing-CPP-Raw
"ImageProcessing-CPP-Raw is a repository housing a C++ program designed for fundamental image processing tasks on raw image files. Leveraging C/C++ file I/O operations, the program seamlessly reads raw image data and executes various operations, including intensity reversal, addition of 20 to every pixel, and adding 100 to each pixel.
shubvats/Shoulder-Shrugging-Detection-and-Tracking-in-Videos
Detect and track shoulder movements, specifically shrugging, in videos. Utilizing computer vision techniques, this repository offers robust detection and visualization methods for analyzing upper body gestures.
shubvats/ConnectX-Reinforcement-Learning-Agent
Created a Python program for the ConnectX game competition on Kaggle. Implemented strategies to place checkers strategically on a board to win or prevent opponent wins. Evaluated based on performance against other submissions in ongoing matches.
shubvats/Electricity-Usage-Cluster-Analysis
Perform cluster analysis on household electricity consumption data using K-means clustering in R
shubvats/HandViz-Hand-Image-Analysis-and-Gesture-Recognition-System
HandViz: Hand Image Analysis and Gesture Recognition System
shubvats/Health-Data-Analysis-with-SAS
HealthAnalytics-SAS: Leveraging SAS Programming to Uncover Health Trends, Correlations, and Predictive Insights from Comprehensive Health Data Analysis.
shubvats/house-price-prediction
Repository for predicting house prices using the Ames Housing dataset. Implements advanced regression techniques with TensorFlow Decision Forests, including Random Forests. The project covers data exploration, feature engineering, model training, evaluation, and visualization.