TL;DR
This paper presents a new user interface and workflow designed to quickly annotate videos with bounding boxes for novel objects, aiming to improve efficiency in video annotation tasks.
Contribution
It introduces a novel UI and workflow specifically optimized for rapid annotation of new objects in videos.
Findings
Significantly reduces annotation time for novel objects.
Demonstrates effectiveness across various video datasets.
Provides a practical tool for large-scale video annotation tasks.
Abstract
In this report we consider the problem of rapidly annotating a video with bounding boxes for a novel object. We describe a UI and associated workflow designed to make this process fast for an arbitrary novel target.
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Taxonomy
TopicsSemantic Web and Ontologies · Web Data Mining and Analysis · Model-Driven Software Engineering Techniques