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Ashraful Alam Imran's Projects

bengali_news_classification icon bengali_news_classification

Bengali Newses are classified in six catagories. This is done by first extracting the semantics of Bengali words using word2vec. Then using those semantics, all the news are classified. Bengali NLP resources are not very rich compared to other languages. This is a complete project that includes Bengali word embedding, data cleaning using word stemming, stop words, punctuation removal, tokenization and finally training the model using Neural Networks having convolutional layers.

face-detection-still-image icon face-detection-still-image

This project can detect a person and also recognize after trained on very limited data using Convolutional Nueral Network.

face-recognition--real_time icon face-recognition--real_time

This project uses Convolutional Neural Network to detect a person's face Using HAR feature. Then the person can be also recognized even if it was trained on only 1 image.

ipl-statistics icon ipl-statistics

Thorough data engineering of a large raw dataset of IPL tournament from 2008 to 20019.This dataset contain ball by ball delivery of every match of every season.

lemmatizer icon lemmatizer

A rule-based lemmatizer for Bengali / Bangla based written in Python. Under active development.

lexical-analyzer icon lexical-analyzer

A Simple Lexical Analylzer which removes comment, white spaces and separates all the takens. Then identifies them.

mess-mangement-system icon mess-mangement-system

this is a management ssystem application for students who live together rentig a apartment.

qiskit-terra icon qiskit-terra

Terra provides the foundations for Qiskit. It allows the user to write quantum circuits easily, and takes care of the constraints of real hardware.

real-time-face-recognition-using-har-feature icon real-time-face-recognition-using-har-feature

This is a real time face detection and recognition project. This model can be trained using very small dataset. Even training with only 1 image of a person showed great accuracy during real time.

team_project_web_engineering icon team_project_web_engineering

Web Engineering project and a portfolio for my team member working together as a thesis team on machine learning and all other activities in university.

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