zobaer Goto Github PK
Name: Md Zobaer Islam
Type: User
Company: University of North Carolina at Chapel Hill
Bio: AI in medical imaging
Twitter: Zobaer496
Location: Chapel Hill, North Carolina
Name: Md Zobaer Islam
Type: User
Company: University of North Carolina at Chapel Hill
Bio: AI in medical imaging
Twitter: Zobaer496
Location: Chapel Hill, North Carolina
This is part of an NSF funded project on human respiration monitoring using infrared sensing. Here, anomaly detection was performed on the breathing data through machine learning based data classification.
Different types of convolutional neural networks have been implemented using Keras API of Tensorflow in colab notebook. Also, the basic convolution operation on an input matrix using a kernel matrix has been demonstrated.
Classification of housing data by decision tree has been done. Effect of regularization (limiting maximum depth of tree) has been observed.
Project 1 on digital image processing
Project 4 on Digital Image Processing
Project 3 on Digital Image Processing
Project 2 on digital image processing
An image has been read using python code and K-means clustering has been performed on it. K is taken as an input
Classification of housing data by K-nearest neighbour algorithm and choosing optimum K value.
Project 5 on Digital Image Processing
This project demonstrates single variable regression with polynomial basis function (SingleVarRegression.ipynb) and multi-variable regression (MultipleFeatureRegression.ipynb)
Project 6 on Digital Image Processing
The project objective was to provide broadband internet connectivity (both trial and live connection) using Television Whitespace in OK, USA and evaluate network performance through data colelction and analysis.
My solutions to UVA online judge problems will be uploaded here from time to time.
In this project, the interference fringe created due to superposition of monochromatic light waves originating from two coherent point sources separated by a small distance relative to the distance between the sources and the screen are shown using MATLAB code.
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Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
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Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.