How to annotate the ground truth for image segmentation?

Question

I\'m trying to train a CNN model that perform image segmentation, but I\'m confused how to create the ground truth if I have several image samples?

Image segmentation ca

Answer 1

SageMaker Ground Truth has dataset management and UIs to enable semantic segmentation. https://aws.amazon.com/sagemaker/groundtruth/

We recently released an enhancement to the UI which speeds up annotations considerably, by automatically finding region boundaries. Read about it here: https://aws.amazon.com/blogs/machine-learning/auto-segmenting-objects-when-performing-semantic-segmentation-labeling-with-amazon-sagemaker-ground-truth/