DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning

no code implementations • 7 Sep 2021 • SM Zobaed, Md Fazle Rabby, Md Istiaq Hossain, Ekram Hossain, Sazib Hasan, Asif Karim, Khan Md. Hasib

The rapid advancement in deep learning makes the differentiation of authentic and manipulated facial images and video clips unprecedentedly harder.

BIG-bench Machine Learning Face Swapping

An Object Detection based Solver for Google's Image reCAPTCHA v2

no code implementations • 7 Apr 2021 • Md Imran Hossen, Yazhou Tu, Md Fazle Rabby, Md Nazmul Islam, Hui Cao, Xiali Hei

Previous work showed that reCAPTCHA v2's image challenges could be solved by automated programs armed with Deep Neural Network (DNN) image classifiers and vision APIs provided by off-the-shelf image recognition services.

Object object-detection +1

SensPick: Sense Picking for Word Sense Disambiguation

no code implementations • 10 Feb 2021 • SM Zobaed, Md Enamul Haque, Md Fazle Rabby, Mohsen Amini Salehi

Word sense disambiguation (WSD) methods identify the most suitable meaning of a word with respect to the usage of that word in a specific context.

Position Word Sense Disambiguation

Stacked LSTM Based Deep Recurrent Neural Network with Kalman Smoothing for Blood Glucose Prediction

no code implementations • 18 Jan 2021 • Md Fazle Rabby, Yazhou Tu, Md Imran Hossen, Insup Le, Anthony S Maida, Xiali Hei

In recent years, deep learning techniques have been utilized for a more accurate BG level prediction system.

Management