Prasun Datta's Projects
This project is mainly focused on the course - "EEE 415 Microprocessors and Embedded Systems". Here we have designed a 4 bit PC using VerilogHDL.
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.
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 : Medical Image Segmentation
Coursera Getting and Cleaning Data Course Week 4 Project
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
The Leek group guide to data sharing
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.
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.
Plotting Assignment 1 for Exploratory Data Analysis
In this research work, unsupervised abnormality has been detected by using intelligent and heterogeneous autonomous systems.
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.
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.
An ardent learner of Signal Processing, Interpretations of Deep Learning & it's application in Computer Vision, NLP, Speech, biomedical image processing etc.
Repository for Programming Assignment 2 for R Programming on Coursera
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.
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.
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.
All the works about SPCup
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.
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.
This work basically presents the analytical work for solving the problem "B" of "UPC-2020"
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.
React
Typescript
Django
Laravel
Facebook
Microsoft
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Alibaba
D3
Tencent