The project is made for the international competition IEEE SS12: Innovation Challenge 2018. Became Finalist in the final event.

This is the thesis project of my final year. The whole article was submitted to IEEE Transaction on Cybernetics (Link will be updated soon).

We are presenting a smart walking stick for the visually impaired where there will be sonar sensor to detect obstacles, camera to recognize what/who the object is and describe the scenario and GPS system track location of the visually impaired

Three traffic rules violation detection along with a GUI for convinient usage. Can be easily integrated with raspberry pi or other SBC as video feed and server program is decoupled.

First the sequence of a character is extracted from the image. Then it is used as feature by LSTM model to classify. Github link will be updated soon.

This is a yolo and yolo tiny evaluation (calculating precision-recall graph and mAP) on a simple road cctv footage dataset

A Sentiment analysis with graphical user interface of bangla or phonetic bangla(banglish) language project. This uses rule based sentiment analysis API of TextBlob and VaderSentiment.

This is a Deepin Desktop environments dock extension for internet speed meter. I just Translated it to make it available in English (Originally was in Chinese).

Here are all the dot files of the linux environment I use.

In this repository, cost estimation, street density and shortest path analysis is done with the help of qgis and python programming language and its open-source packages.

Some implementation of Rahats datastructure and algorithm

My 3rd year 1st semister web programming project. A website where people can create account, ask questions, vote on questions by liking or disliking and answer other peoples questions.

A servey taking and visualization website for Bangladeshi people.