Sanjoy Kumar Das's repositories
lotide
Lotide: Clone of Lodash
nov22-2021
Lecture notes and example code for NOV22 2021 cohort
lighthouse-web-notes
lighthouse web notes
lighthouse-labs-cohort
lighthouse labs cohort
javascripting
lighthouse labs
lighthouse-js-fundamentals
lighthouse JavaScript fundamentals
arabic-text-diacritization
arabic text diacritization
Covid-19-Diagnosis-Using-CNN
Machine learning has become a vast area of interest to researchers and data scientist in the last few years. Convolutional Neural Network (CNN) is a deep learning method used to solve complex problems. Medical image segmentation plays a vital role in clinical treatment and teaching tasks. The CNN dominates with the optimum results on varying image classification tasks. However, medical image datasets collection is arduous because it needs lots of professional expertise to label them. Therefore, this project explores how to apply the CNN on chest X-ray datasets to classify COVID-19 as positive or negative. The neural network consists of three convolutional layers, followed by max-pooling layers and one fully-connected layer with a final one-way softmax. A Kaggle chest X-ray images dataset is used in the experiments. To reduce overfitting, I employ a method called “dropout” that proved to be very effective.
PythonMatplotlib
Python Matplotlib Project
my-project
Strapi Project
foodadvisor
🥘 THE Strapi demo application
aws-codepipeline-s3-codedeploy-linux
Use this sample when creating a simple pipeline in AWS CodePipeline while following the Simple Pipeline Walkthrough tutorial. http://docs.aws.amazon.com/codepipeline/latest/userguide/getting-started-w.html
jelastic-sample
jelastic-php-mariadb-sample
RstudioProject
A repository that will be connected with Rstudio
datasharing
The Leek group guide to data sharing
lightcoin-crypto
LightCoin (LHL) Crypto App