_legacy_version
This directory contains 4 workflows.
00_Download_Dataset
This workflow allows the user to download the dataset. Note that the tar.gz file is ~ 2Gb. Original research article: Meng, Tao, et al. "Histology image […]
01_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 […]
02_Read_Images_and_Train_VGG
This workflow reads image patches downloaded and prepared by the previous workflows in the workflow group. It loads the VGG16 model, trains and fine tunes […]
03_WebPortal_Predictions
The workflow reads in a trained VGG16 model from the preceeding workflow, and applies it to a user uploaded image file (check the data directory for a test […]