Hi, I'm looking to label some objects (irregularly shaped cellular aggregates) to train a network to identify, count, and measure these objects in images. I'm hoping someone knows of a tool similar to MATLAB's image labeler, where you can label objects by pixel or with a paintbrush- style tool. labelImg seems to be the go-to for many people, but it appears to only have the ability to draw a bounding box around the object rather than using custom polygons or pixelwise labels. A big plus would be if I could label the objects in a handful of images and have the tool try to label similar structures in the rest of thur training images, again like MATLAB's labeler.
Python- or Julia- based tools are preferred but not a hard requirement. Does anyone know of a tool/package like this?
For generating data for image segmentation I often use LabelMe. It supports Pascal-VOC format for encoding polygon for segmentation classes. You can draw both bounding box (rectangular) or polygons for different use cases such as Semantic Segmentation, Instance Segmentation, Video Annotation etc.
Link: https://github.com/wkentaro/labelme
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