Prasun Datta (PrasunDatta)

PrasunDatta

Geek Repo

Company:Graduate Research & Teaching Assistant @ NC State | Former "Lecturer" in United International University | Former ML Engineer at adorsho praniSheba

Location:Dhaka

Home Page:https://sites.google.com/view/prasun-datta/home

Twitter:@orphic_prasun

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Prasun Datta's repositories

Short-Term-Load-Forecasting-Using-Different-ML-Models

This work was the lab project of our "Power System 1" course which is offered in 5th semester. In this work, we have predicted the load of a fixed locality using various ML algorithms.

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Multimodal-Brain-Tumor-Segmenatation-BraTS-2020

This research work basically highlights my undergrad thesis works. In my thesis, I have worked on the BraTS 2020 dataset. My total journey of thesis from building various models to writing paper is presented here.

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APTOS-2019-Blindness-Detection

In this work, we will detect diabetic retinopathy from retina images. To accomplish that, we will, at first, explore the retina images thoroughly.

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4-bit-PC-Using-VerilogHDL

This project is mainly focused on the course - "EEE 415 Microprocessors and Embedded Systems". Here we have designed a 4 bit PC using VerilogHDL.

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adorsho-praniSheba_Preprocessing-Pipeline-of-Muzzle-Data-of-Cow

This work highlights my contribution as a "ML Engineer" at "adorsho praniSheb"(an ML based agro farming company of Bangladesh) where I was assigned the task of designing the preprocessing pipeline.

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BCDU-Net

BCDU-Net : Medical Image Segmentation

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Coursera-Getting-and-Cleaning-Data-Course-Project

Coursera Getting and Cleaning Data Course Week 4 Project

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Detection-of-Covid-19-from-Chest-Radiographs

This research work serves the purpose of detecting covid-19 from chest x-ray images. During the pandemic, we have conducted this research realizing the gravity of it during those time.

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IEEE-Signal-Processing-Cup-2020_Unsupervied-Abnormality-Detection

In this research work, unsupervised abnormality has been detected by using intelligent and heterogeneous autonomous systems.

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IEEE-VIP-Cup-2020-Vehicle-Detection-and-Tracking

This research work is mainly based on the proposed problem of IEEE VIP Cup where the main task was to detect and track vehicles at junction using a fish-eye camera.

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SIIM-ISIC-Melanoma-Classification_2020

In this repository, identification of melanoma, a type of skin cancer, will be carried out from the lesion images with the help of ensembling of neural networks. Also a number of preprocessing techniques as well as data visualization and data exploration tactics will be explored on the dataset.

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courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

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datasharing

The Leek group guide to data sharing

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Detecting-Chest-Diseases-from-Chest-X-ray-Using-Deep-Learning

This research work is a part of our course -"EEE 426- Biomedical Lab". Here we have detected 5 major chest diseases using benchmark chest x-ray dataset like cheXpert and chest x-ray 14.

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ExData_Plotting1

Plotting Assignment 1 for Exploratory Data Analysis

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PrasunDatta

An ardent learner of Signal Processing, Interpretations of Deep Learning & it's application in Computer Vision, NLP, Speech, biomedical image processing etc.

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ProgrammingAssignment2

Repository for Programming Assignment 2 for R Programming on Coursera

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RSNA-STR-Pulmonary-Embolism-Detection_EDA

In this work, chest CT scan data launched by RSNA STR has been explored and analyzed extensively. This data was released mainly for the purpose of detecting pulmonary embolism.

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SPCup-

All the works about SPCup

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Text-to-Speech-Conversion-Matlab

This work was the final project of our "EEE 212 -Numerical Technique Laboratory" course. We have designed a text-to-speech conversion system in this work.

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Traffic-Light-Controller-Using-VerilogHDL

This work is the final project of the sessional course - "EEE 304: Digital Electronics Laboratory". In this work, we have implemented a 4 way traffic controller system.

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University-Physics-Cup-2020-Problem-B

This work basically presents the analytical work for solving the problem "B" of "UPC-2020"

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Variable-Gain-Control-for-Respiratory-Systems

This work is basically the final project of the course -"EEE 318 Control Systems I Laboratory". Here we have reproduced a paper on the variable gain control of mechanical ventilators.

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