Search Results for author: Mohammad Sabik Irbaz

Found 5 papers, 0 papers with code

Predicting User-specific Future Activities using LSTM-based Multi-label Classification

no code implementations6 Nov 2022 Mohammad Sabik Irbaz, Fardin Ahsan Sakib, Lutfun Nahar Lota

User-specific future activity prediction in the healthcare domain based on previous activities can drastically improve the services provided by the nurses.

Activity Prediction Activity Recognition +1

Real-time Bangla License Plate Recognition System for Low Resource Video-based Applications

no code implementations18 Aug 2021 Alif Ashrafee, Akib Mohammed Khan, Mohammad Sabik Irbaz, MD Abdullah Al Nasim

We trained our models on the image dataset and achieved an AP(0. 5) score of 86% and tested our pipeline on the video dataset and observed reasonable detection and recognition performance (82. 7% detection rate, and 60. 8% OCR F1 score) with real-time processing speed (27. 2 frames per second).

License Plate Recognition Optical Character Recognition (OCR)

End-to-End Natural Language Understanding Pipeline for Bangla Conversational Agents

no code implementations12 Jul 2021 Fahim Shahriar Khan, Mueeze Al Mushabbir, Mohammad Sabik Irbaz, MD Abdullah Al Nasim

In this paper, we propose a novel approach to build a Bangla chatbot aimed to be used as a business assistant which can communicate in low-resource languages like Bangla and Bangla Transliteration in English with high confidence consistently.

BIG-bench Machine Learning Chatbot +4

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