PrasunDatta
Graduate Student @ NC State | Deep Learning | Signal Processing | Computer Vision | Natural Language Processing
Graduate Research & Teaching Assistant @ NC State | Former "Lecturer" in United International University | Former ML Engineer at adorsho praniShebaDhaka
Pinned Repositories
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.
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.
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.
BCDU-Net
BCDU-Net : Medical Image Segmentation
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.
IEEE-Signal-Processing-Cup-2020_Unsupervied-Abnormality-Detection
In this research work, unsupervised abnormality has been detected by using intelligent and heterogeneous autonomous systems.
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.
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.
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.
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.
PrasunDatta's Repositories
PrasunDatta/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.
PrasunDatta/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.
PrasunDatta/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.
PrasunDatta/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.
PrasunDatta/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.
PrasunDatta/BCDU-Net
BCDU-Net : Medical Image Segmentation
PrasunDatta/Coursera-Getting-and-Cleaning-Data-Course-Project
Coursera Getting and Cleaning Data Course Week 4 Project
PrasunDatta/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.
PrasunDatta/IEEE-Signal-Processing-Cup-2020_Unsupervied-Abnormality-Detection
In this research work, unsupervised abnormality has been detected by using intelligent and heterogeneous autonomous systems.
PrasunDatta/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.
PrasunDatta/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.
PrasunDatta/courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
PrasunDatta/datasciencecoursera
PrasunDatta/datasharing
The Leek group guide to data sharing
PrasunDatta/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.
PrasunDatta/ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
PrasunDatta/ExploData
PrasunDatta/GettingDataClean
PrasunDatta/Prasun
PrasunDatta/PrasunDatta
An ardent learner of Signal Processing, Interpretations of Deep Learning & it's application in Computer Vision, NLP, Speech, biomedical image processing etc.
PrasunDatta/ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
PrasunDatta/R_testing
PrasunDatta/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.
PrasunDatta/SPCup-
All the works about SPCup
PrasunDatta/TemporaryTesting
PrasunDatta/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.
PrasunDatta/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.
PrasunDatta/University-Physics-Cup-2020-Problem-B
This work basically presents the analytical work for solving the problem "B" of "UPC-2020"
PrasunDatta/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.