mobassir94/Chest-Reader--Deep-Learning-powered-Web-App--

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mobassir94/Chest-Reader--Deep-Learning-powered-Web-App--

mobassir94

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This software uses pre-trained vgg16 with U-NET convolutional neural network (CNN) architecture to recognise tuberculosis on chest x-rays with having model accuracy 97% and validation accuracy 88% and The model is trained on a Dataset of 800 images(which is very small dataset) from two sources Shenzhen and Montgomery respectively. the app is live here : https://chestscanner.cfapps.io/

comprehensive-bangla-tts

Aiming to achieve ultimate Multilingual TTS pipeline with main focus on releasing COQUI🐸TTS(Text-to-Speech) based high performing neural voice cloning systems for Bangla for the first time, supporting different SOTA models for Bangla and also Multilingual (Arabic+Bengali) code mixed TTS pipeline.

Jupyter Notebook

Technical-Books-Collection

This is my tech book Club,here i have collected some of my favorite books on programming and technology.

Severstal-Steel-Defect-Detection-Kaggle

in this repository i will put some of my kernels that i used in steel defect detection kaggle competition,competition link : https://www.kaggle.com/c/severstal-steel-defect-detection

Jupyter Notebook

Programming-Collective-Intelligence-Using-PYTHON

Core Python Programming and Designing Learning Algorithms from toby segaran's book for Building Smart Web Applications using machine learning Algorithms

Introduction-to-TensorFlow-for-Artificial-Intelligence-Machine-Learning-and-Deep-Learning

Hands on deep learning/neural network practice with professor andrew ng and google brain AI advocate "Laurence Moroney",link of this coursera course : https://www.coursera.org/learn/introduction-tensorflow#utm_source=email&utm_medium=dl.aiGeneralListCTA&utm_campaign=TFSC1Announcement

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Multilingual-NLP-for-Islamic-Theology

Cross Lingual Language models for making search engines for Holy Quran and Sahih Hadiths

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Multilingual-Speech-to-Speech-Translator

Multilingual Speech to Speech (STS) Translator is the First Ever Code-mixed English-Arabic speech to Bangla-Arabic Speech Translator

Jupyter Notebook

ML-DL-Research-paper-Collection

in this repository frequently i will be uploading my collection of machine learning/deep learning/natural Language Processing based research papers i am highly interested in

Machine-Learning-A-Z-

learning ml algorithms through Kiril's udemy course,working with Kiril for learning algorithms using python

Machine-Learning-Note-Khata-

I've taken handwritten notes from Andrew ng's Machine Learning Course on Udemy (ref link : https://www.coursera.org/learn/machine-learning) and Some of professor ng's stanform university classes lectures (ref link : https://www.youtube.com/watch?v=UzxYlbK2c7E&list=PLA89DCFA6ADACE599).

Practicing-Tensorflow

in this repository i will be practicing tensorflow for machine learning/deep learning from various resources using google colab

Jupyter Notebook

Multilingual-Reader

in this repository we will share our works related to multilingual document reading (english,bangla and arabic).this is a work in progress,we will gradually update the repo inshaa allah

Jupyter Notebook

Ovarian-cancer-detector

Early detection of ovarian cancer of a patient using machine learning,this app is live here : https://ovarian.herokuapp.com/

Cancer-Predictor-Android-App-

Using Weka API This System Is developed for early detecting ovarian cancer and cervical cancer of a patient and to recommend when to approach nearby doctor for treatment, before they completely develop cancer.

OOP-in-Cpp

object oriented programming in c++

Appendicitis-Disease-Prediction-using-ML-Web-App-

predicting appendicitis disease using machine learning

Deploy-trained-TensorFlow-2.x-models-using-Amazon-SageMaker

step by step process to learn how to deploy your trained TensorFlow 2.x models using Amazon SageMaker

Jupyter Notebook

Hello-World-Django

a simple project in Django that prints 'hello dear' in the browser

Web-based-Automated-Restaurant-Review-checker-app-using-NLP

NLP based automated restaurant review checker App using python and flask...this app is live here : https://restaurantreviewbd.herokuapp.com/ and here is the demo video of this project : https://www.youtube.com/watch?v=sFW0j3cEJgY&t=7s

Housing-price-prediction

Kaggle housing price prediction solution

Intro-to-TensorFlow-for-Deep-Learning-Udacity

hands on tensorflow and deep learning works with google ai developers,link to the udacity course : https://classroom.udacity.com/courses/ud187

Jupyter Notebook

fundrising-platform-in-Django

in this project i have prepared a simple fundriser web app using django.to run this project follow the steps below :

Tower-of-hanoi-game-in-c

This game project was done by me Single Handedly using c programming and (openGL graphics programming under MS DOS Environment).This game was done in graphics mode within a short period.you may like this simple game i made.thank you :)

Coding-the-Matrix-Linear-Algebra-through-Computer-Science-Applications

NLP-and-Bangla-NLP

Trying to learn NLP and Bangla NLP

Jupyter Notebook

Numerical-Analysis-With-MATLAB

Basic Numerical Learning Methods are Applied using Matlab

Computer-Algorithms-implemented-using-c-

Fundamentals of computer algorithms

kaggle-Toxic-Comment-Classification

Jigsaw monolingual Toxic Comment Classification Experiments

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C-programming-for-machine-learning

i worked on this project during watching this tutorial of siraj raval : https://www.youtube.com/watch?v=giF8XoPTMFg&t=57s

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Exploratory-Data-Analysis

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banglishChecker

banglish spell checker

ovarian-cancer-detector-web-app

using catboost classifier detecting ovarian cancer,this app is live here : https://ovarian.herokuapp.com/

Cervical-Cancer-Detector-android-

android app to predict patients cervical cancer status,dataset for cervical cancer was collected from UCI repository

Web-Based-Student-Monitoring-System

A Simple Web Based Student Monitoring System Demo using jsp with connected MYSQL DATABASE

KAGGLE-RSNA-Screening-Mammography-Breast-Cancer-Detection

code for kaggle competition,titled "RSNA Screening Mammography Breast Cancer Detection"

Jupyter Notebook

Kaggle-Pandas-Prostate-Cancer-competition

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Data-Driven-Theology

The main aim of this repository is to find similarities between different religious scriptures. specially for Quran and Bible using NLP.

Jupyter Notebook

JSP-Web-Applications

3 projects here, 1. Creating A Simple JSP Web Application. 2. Creating a JSP Web Application with a Form & 3. Creating A JSP Web Application That Inserts Data Into A Database.

web-input-validation-practice

simple input validation using regular expression in javascript

Python-Image-Processing

In this repository i would like to share some of my simple works related to image processing

MLT-Visual-Presentation-summarizer

Multilingual (MLT) visual presentation summarizer is a deep learning based solution that tries to convert any multilingual video presentation into readable pdf file as a summary of the presentation

Jupyter Notebook

SIIM-ACR-Pneumothorax-Segmentation-kaggle

This was my first kaggle competition(128th place solution) where the task was to Identify Pneumothorax disease in chest x-rays which is a image segmentation problem,i tried so many different architectures for this competition but in this repository i will put only 2 architecture that i used for stage 2 final submission, competition problem details here : https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation

Jupyter Notebook

Romanic-Bangla-Murad-Takla-Sentiment-Analysis

in this repo,i will share how to fine tune xlm roberta large for efficiently solving complex multilingual sentiment analysis task like romanic bangla and murad takla (language distortion) dataset

Jupyter Notebook

Romanic-Bangla-spell-checker

Trying to understand Romanic Bangla Fancy Abbreviations using machine learning and on a banglish song lyrics dataset that i have collected

Jupyter Notebook