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Exercises

This directory contains 5 workflows.

Icon00. Install KNIME Extensions 

01. Install Missing KNIME Extensions. Opening this workflow will lead to a pop up dialog asking for installing missing extensions in which the following […]

Icon01. Data Importing and Preprocessing 

Data Importing and Preprocessing. Load the training data, training labels and test data in the workflow and preprocess the images for the neural network.

Icon02. Define U-Net 

Create a Unet Architecture using No-Code nodes. Create a conda environment for Keras under Preferences -> KNIME -> Python Deep Learning. Name it […]

Icon03. Train Model 

Train a Unet using No-Code nodes. 1. Partition your data using the Partitioning node (Settings: Relative partitioning size 80%, Draw randomly). 2. Use the […]

Icon04. Deploy Model 

Deploy a Unet using No-Code nodes. 1. Reuse the Preprocessing Image component created in 01.Exercise to apply the identical preprocessing to the test data. […]