chinmaysahu

UnderwaterChannelModeling

Underwater channels are modeled and equalizers are designed to preserve the message bits from distortion. LMS, Levinsondurbin, Neural Network are used to model.

Error-analysis-in-wireless-sensor-network

Analyzed error propagation and its distribution in large sensor network using detection and estimation theory. Ran monte-carlo analysis to quantify errors in different localization algorithms in MATLAB.

LMS-itsVariants

Various adaptive signal processing algorithms such as LMS, Block LMS, FDAF, Levinson Durbin algorithms have been studied and implemented.

deep-learning-based-projects

Projects such as Image classification using CNN, Object detection using YOLO algorithm, face recognition and verification, neural style transfer using RNN algorithm are included.

SVMs-for-spam-classifier

In this project support vector machines (SVMs) is implemented to build a spam classifier.

TimeDifferenceOfArrival-Algorithm

This is a simple localisation algorithm. It incorporates time difference of arrival estimates to locate the target location.

TimeOfArrival-Algorithm

# TimeOfArrival-Algorithm

Projects-Based-on-TensorFlow-for-Artificial-Intelligence-Machine-Learning-and-Deep-Learning

This repository contains my learnings from the course on Coursera.

1-k-logisticRegressionVsNeuralNetworkForHandWrittenDigitRecognition

In this project, we implement one-vs-all logistic regression and neural networks to recognize hand-written digits.

Analysis-of-nonlinear-Langevin-Equation

A nonlinear Langevin equation has been considered to analyze the non-linearity of vibrating system under two different methods, i.e. numerical and exact methods for given initial conditions.

Anomaly-Detection-and-Recommender-Systems

An anomaly detection algorithm is implemented to detect failing servers on a network. Then a collaborative filtering algorithm is implemented to build a recommender system for movies.

chinmaysahu.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

ConvolutionalNeuralNetworksInTensorflow

This repository contains projects based on CNN implemented in tensorflow.

creditcard_fraud_detection

Credit card fraud detection

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

GIQA

Pytorch implementation of Generated Image Quality Assessment

insightface

State-of-the-art 2D and 3D Face Analysis Project

Iris-Recognition

An Iris recognition system, implemented in Matlab and Python.

Iris-Recognition-PyTorch

An end-to-end Iris Recognition implementation using PyTorch

K-means-Clustering-and-Principal-Component-Analysis-For-Image-Compression

In this project K means clustering algorithm is implemented to compress an image.

linear-regression-with-one-variable-to-predict-profit

In this project A linear regression with one variable is implemented to predict profits for a food truck.

Logistic-Regression-to-predict-admission-probability-to-a-university

In this project- a logistic regression model is implemented to predict whether a student gets admitted into a university.

MSU-LatentAFIS

A system for identifying latent fingerprints. Created at Michigan State University by Anil K. Jain, Kai Cao, Dinh-Luan Nguyen, and Cori Tymoszek.

neural-manifold-dynamics

Reduced-order modelling using an atlas of charts

NeuralNetworksForHand-WrittenDigitRecognition

In this project, a backpropagation algorithm is implemented for neural networks and applied it to the task of hand-written digit recognition.

NLP_In_Tensorflow

ParameterEstimationOfKoshiRiverBasinRainFallData

Rainfall data collected over 1975-2010 are used to model MLE estimators for average rain fall and validated using CRLB.

ProcessControlBased_Projects

This repo contains few of my work from masters. It covers topic such as FOPTD model design, tuning using optimization, controller design and tuning for desired uses.

RegularizedLinearRegressionForWaterFlowPredictionInDam

In this project, a regularized linear regression is implemented to predict the amount of water owing out of a dam using the change of water level in a reservoir.

SignDetect

This project uses MobileNet+Global pooling+Dense model to detect sign from face value of image classes. Packages such as numpy, tensorflow, panda, keras are used.