Segment Objects without Masks and Reduce Annotation Effort Using the DiscoBox DL Framework – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-03T22:20:47Z http://www.open-lab.net/blog/feed/ Zhiding Yu https://chrisding.github.io/ <![CDATA[Segment Objects without Masks and Reduce Annotation Effort Using the DiscoBox DL Framework]]> http://www.open-lab.net/blog/?p=45220 2023-10-20T18:03:35Z 2022-03-24T14:00:00Z Instance segmentation is a core visual recognition problem for detecting and segmenting objects. In the past several years, this area has been one of the holy...]]> Instance segmentation is a core visual recognition problem for detecting and segmenting objects. In the past several years, this area has been one of the holy...High quality instance segmentation done fast and efficiently with DiscoBox.

Instance segmentation is a core visual recognition problem for detecting and segmenting objects. In the past several years, this area has been one of the holy grails in the computer vision community with wide applications ranging from autonomous vehicles (AV), robotics, video analysis, smart home, digital human, and healthcare. Annotation, the process of classifying every object in an image��

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