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Biplab Barman's Projects

algorithms icon algorithms

Having some sort of code related with algorithmic implementation like sorting,graph spanning shortest distance etc.

bingo-game-client-server icon bingo-game-client-server

This is a client-server implementation of Bingo game. Where two clients have to create table by giving 9 inputs in a row after getting instructions from server. After filling the table both the client have to give each input respectively when their turn come's for continuation of game This game's logic is such that after sequential inputs from clients if any three lines horizontal or vertical completly filled up the he win the game who can't reach this mark loses.

distracteddriverdetection icon distracteddriverdetection

An attempt to develop a system for detecting distracted drivers and warn the responsible person against it was done. The system is a CNN based system that detects and identifies the cause of distraction. The base architecture for the CNN is VGG-16 and is modified for this task. Various activation functions (Leaky ReLU, DReLU, SELU) were used in order to investigate performance.

flightpriceprediction icon flightpriceprediction

This project is built on using predict flight price dataset from kaggle and using many data exploration a pickle object is created which will predict flight price according to various conditions the customer wants to book the flight the train and test accuracy came as high as 82% which is pretty good for a regression problem like this one.

humanactivityrecognition icon humanactivityrecognition

This is on going research project for recognition of Human Activity recognition for video surveillance and fraud detection.

i3d_finetuning icon i3d_finetuning

In this repository we are using transfer learning and finetuning over new Two-Stream Inflated 3D ConvNet (I3D) which is trained on kinetics dataset having 400 classes of videos which are taken from challenging youtube videos.

july-leetcode icon july-leetcode

Having coding questions from Leet code month-long challenge.

nlp_python icon nlp_python

This repo contains an NLP notebook to detect spam or ham in SMS data set using NLP techniques.

video-api icon video-api

This a full-stack project aiming to deal with huge data such as videos, images, and pdfs and store them in DB and fetch them to the front-end when needed.

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