Annotation with Auto-Segmentation

Annotation with Auto-Segmentation

Apart from the four annotation shapes box, polygon, polyline, and points mCycloid provides a special annotation feature that eases the annotation job in terms of speed and accuracy of annotation. It is called Auto-Segmentation. It is used to create a polygon semi-automatically. This guarantees customer satisfaction in terms of both the quality and timescale. The theory behind it is just an extension of the theory behind polygon annotation.

Auto-segmentation solution enables you to annotate data with precision and high quality which helps in building state-of-the-art computer vision models. With auto-segmentation, annotators draw lines by placing minimal imaginary points around the outer edge of the object they want to annotate. The process is like a connect the points exercise while placing the dots at the same time. The space within the area surrounded by the dots is then automatically annotated. It is one of the fastest and smartest ways of annotating the various types of objects for machine learning.