Ksheer Sagar Agrawal's repositories
Real-Time-Object-Tracking-using-GMM
A real-time object tracking using Gaussian Mixture Models (GMM), focusing on background subtraction and motion analysis in video streams.
Academic_Request_System
Open Source Database System for Academic Institutions for handling student requests. This is the first iteration of Academic Request System developed at Indian Institute of Technology Gandhinagar.
DeblurGAN
Pytorch based implementation of earlier State of the Art Deep Generative Filter for Motion Deblurring with integration of advanced techniques to significantly improve the results
Edge-Detection-Using-Fourier-Transform
Edge Detection in Python through Fourier Transform and high-pass filtering for enhanced feature extraction.
Face-Recognition-Using-Eigenfaces
A Face Recognition system utilizing PCA to transform high-dimensional facial images into a lower-dimensional subspace, where each face is represented with minimal reconstruction error by a linear combination of the most significant eigenvectors, termed 'Eigenfaces'.
Image-Segmentation-using-Random-Walker-Algorithm
A Scikit-based implementation of the Random Walker Algorithm for image segmentation - distinuishing various features in digital images.
ImageEncryption
Image Encryption Technique based on Chaos Theory and RK Method for confidentiality and protecting sensitive visual information.
LotteryTicketPruning
Study and Implementation of various neural network pruning techniques. Extending the lottery ticket hypothesis to structured pruning for accelerated training while maintaining uncertainty and accuracy. The focus is on simplifying the model's complexity without sacrificing its overall performance or leading to overfitting.
ksheersagaragrawal.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
Next_Word_Prediction_Using_Ngrams
Used the Trigram Model to predict the next word and find the perplexity of a given sentence.
placement_system
Open Source Career Fair Application for Recruiters and College Campuses to communicate during the process of hiring of students on campus for Internship and New Grad Roles.
Snake-Ladder
Turtle based User friendly Game
surveillancerobot
The IOT Sentry Rover, based on STM-32, integrates sensor fusion, a robust communication protocol, and advanced embedded systems for wide-range controllability.