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Bharath krishna's Projects

data-preprocessing-using-titanic-machine-learning-dataset-1 icon data-preprocessing-using-titanic-machine-learning-dataset-1

This project was done using Titanic machine learning dataset.I downloaded the dataset from kaggle.Then I performed different data preprocessing task like finding missing values,filling the missing value,extracting informations,removing unnecessary features,Transforming columns,data visualization.At last I predicted the output using random forest classifier model.

eda_iris icon eda_iris

exploratory data analysis using eda iris dataset

opencv icon opencv

Open Source Computer Vision Library

video-resolution-enhancer icon video-resolution-enhancer

This project was done for converting a low quality video into a high quality video. This project providing a low quality video as input , then extracting frames from the video,enhancing the images using an Image super resolution model and rejoin the enhanced images.The single Image super resolution models used are Residual Dense Networs(RDN) with Convolutional Neural Networks (CNN) .

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