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Md Rabiul Ali Sarker's Projects

android-mvp-architecture icon android-mvp-architecture

This repository contains a detailed sample app that implements MVP architecture using Dagger2, GreenDao, RxJava2, FastAndroidNetworking and PlaceholderView

compare-between-languages icon compare-between-languages

Implement searching on the given data in C++/Java, Shell Script, and Python/JavaScript. Choose any three programming languages, however, ShellScript is mandatory. Write programs to read the given file and implement the search by disease, total death by year, etc

disher icon disher

MVVM with compose (the meal db api)

malaria-detection-with-ml-kit icon malaria-detection-with-ml-kit

Malaria is a life-threatening disease that is spread by the Plasmodium parasites. It is detected by trained microscopists who analyze microscopic blood smear images. Modern deep learning techniques may be used to do this analysis automatically. The need for the trained personnel can be greatly reduced with the development of an automatic accurate and efficient model. In this article, we propose an entirely automated Convolutional Neural Network (CNN) based model for the diagnosis of malaria from the microscopic blood smear images. A variety of techniques including knowledge distillation, data augmentation, Autoencoder, feature extraction by a CNN model and classified by Support Vector Machine (SVM) or K-Nearest Neighbors (KNN) are performed under three training procedures named general training, distillation training and autoencoder training to optimize and improve the model accuracy and inference performance. Our deep learning-based model can detect malarial parasites from microscopic images with an accuracy of 99.23% while requiring just over 4600 floating point operations. For practical validation of model efficiency, we have deployed the miniaturized model in different mobile phones and a server-backed web application. Data gathered from these environments show that the model can be used to perform inference under 1 s per sample in both offline (mobile only) and online (web application) mode, thus engendering confidence that such models may be deployed for efficient practical inferential systems.

manual-traffic-signal-system icon manual-traffic-signal-system

In this project, a single device which can control a cross-road traffic. A traffic police can control a cross-road using this.

pdf-viewer icon pdf-viewer

A Lightweight PDF Viewer Android library which only occupies around 125kb while most of the Pdf viewer occupies up to 16MB space.

socket.io-android-sample icon socket.io-android-sample

Example with node.js server with Socket.io library and Java client application to send and receive webSocket messages

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