Sparse & Dense Retrieval
A comprehensive study of different approaches for sparse & dense retrieval for large scale web texts
Document Image Machinen Translation
A complete DIMT application for translating English text to Chinese using different strategies
A Scaled-down Conditional Generative Adversarial Networks
Reproduce the scaled-down version of the original approach of CGANs by Mehdi Mirza et al.
Transliteration from Hin-Roman to Hin-Devangari
Incorporate different strategy of transliteration methods using LSTM, Transformer & LLM
Parts of Speech Tagger
Incorporate different strategy of POS tagging using noisy-channel, LSTM & LLM
Bengali Spelling Correction using Noisy Channel Method
A web-based application to rectify Bengali spelling errors by using Bayesian Inference
Facility Detection and Popularity Assessment from Large-Scale Crowdsourced Data
A large-scale text classification method of social media and crowdsourced data
Non-adaptive Image Encryption based on Chaos
A lossless image encryption method for grayscale image
Technical Blog Website using Python-Flask
A full-featured technical blog website, facilitates user/admin login, session management, and browsing
Covid-19 vaccine notifier
An android-based application for live COVID-19 vaccine center information with available vaccine count