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Image Dataset Visual Filtering - Solution

You are preparing a dataset containing Simpson images for a new project. Opening the folder containing images of Marge Simpson, you notice that some of the images are mixed up, and want manually remove the ones that do not belong there.

How can you visually inspect the dataset and filter out the wrong pictures?

Original dataset from
https://www.kaggle.com/mlwhiz/simpsons-main-characters

Challenge 1: Image Dataset Visual FilteringYou are asked to build a framework that allows users to interactively visualize datasets of images and manually exclude those pictures that are not of their interest. To testyour implementation, you use a dataset containing images from The Simpsons and assume that only Marge Simpson’s pictures are of interest. How would you implementthis framework and filter out every image that is not Marge’s?Original dataset fromhttps://www.kaggle.com/mlwhiz/simpsons-main-characters List all images indataset folderRead imagesConvert new Path formatto String formatRender images to SVGto be displayed in Tile ViewShow images andallow selectionFilter out the selectedimages List Files/Folders Image Reader(Table) Path to String Renderer to Image Tile View Row Filter Challenge 1: Image Dataset Visual FilteringYou are asked to build a framework that allows users to interactively visualize datasets of images and manually exclude those pictures that are not of their interest. To testyour implementation, you use a dataset containing images from The Simpsons and assume that only Marge Simpson’s pictures are of interest. How would you implementthis framework and filter out every image that is not Marge’s?Original dataset fromhttps://www.kaggle.com/mlwhiz/simpsons-main-characters List all images indataset folderRead imagesConvert new Path formatto String formatRender images to SVGto be displayed in Tile ViewShow images andallow selectionFilter out the selectedimages List Files/Folders Image Reader(Table) Path to String Renderer to Image Tile View Row Filter

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Created by: emilio.silvestri
Created at: 2021-08-12
On NodePit since: 2022-07-14
Last update: 2024-04-30
Created with KNIME version: v4.5.0
Tags: #justknimeit#justknimeit-1

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