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

I created an open source tool called COCO Annotator: It provide any features where other tools fall short:

• Directly export to COCO format
• Segmentation of objects
• Useful API endpoints to analyze data
• Import datasets already annotated in COCO format
• Annotated disconnected objects as a single instance
• Labeling image segments with any number of labels simultaneously
• Allow custom metadata for each instance or object
• Magic wand/select tool
• Generate datasets using google images
• User authentication system