Membrane Segmentation using Unet with Grad-CAM based Heatmap
Published: 14 August 2020| Version 1 | DOI: 10.17632/6whw7rx6b6.1
Contributor:
Duc Chung TranDescription
This dataset visualizes Grad-CAM based heatmap applied on membrane segmentation results when using Unet. The training data are shown in "train" folder in which: - "checkpoint" folder: stores checkpoint files for 3 epochs: 100, 500, and 5,000. - "image" folder: holds training images - "label" folder: stores labelled membrane images The testing results are stored in "test_xxx" folders for 3 epochs: 100, 500 and 5,000.
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Categories
Artificial Intelligence, Image Segmentation, Machine Learning, Membrane, Automated Segmentation, Segmentation