Preprocessing

The workflow reads the downloaded image files and partitions into a training and hold-out set. Images are then split into multiple 64x64px patches that can be used by the VGG16 network in the following model.

Preprocessing

 

Resources

EXAMPLES Server: 50_Applications/31_Histopathology_Blog_Post/01_Preprocessing50_Applications/31_Histopathology_Blog_Post/01_Preprocessing*
Download a zip-archive

Blog:

References:

 

 


* Find more about the Examples Server here.
The link will open the workflow directly in KNIME Analytics Platform (requirements: Windows; KNIME Analytics Platform must be installed with the Installer version 3.2.0 or higher). In other cases, please use the link to a zip-archive or open the provided path manually