Scene Text Detection And Recognition

Present

Summer Internship at Indian Statistical Institue , Kolkata

Bengali Digit Recognition : A Hidden Markov Model Approach

March 2021 - June 2021

The aim of this project is to implement automatic speech recognition algorithms using Hidden Markov Models and Gaussian Mixture Model .Achieved an accuracy of 78.14%

A Simple Pooling-Based Design for Real-Time Salient Object Detection

March 2021- June 2021

We solve the problem of salient object detection by investigating how to expand the role of pooling in convolutional neural networks

Computer Vision projects

Feb 2021-May 2021

Image filtering and hybrid images

Detecting Harris Corners and Matching Images(SIFT)

Camera Calibration and Fundamental Matrix Estimation with RANSAC

A Study on Probabilistic Machine

Jan 2019- May 2020

The aim of this project is to study the relationship between Finite state automata and Probabilistic Automata

Exploratory Data Analysis on Covid-19 Dataset

Sep 2020-Dec 2020

Application of Barlow Twins to train an encoder for nlp classifcation task using self supervised learning

Present