Abstract
NeSy4VRD is a multifaceted resource designed to support the development of neurosymbolic AI (NeSy) research. NeSy4VRD re-establishes public access to the images of the VRD dataset and couples them with an extensively revised, quality-improved version of the VRD visual relationship annotations. Crucially, NeSy4VRD provides a well-aligned, companion OWL ontology that describes the dataset this http URL comes with open source infrastructure that provides comprehensive support for extensibility of the annotations (which, in turn, facilitates extensibility of the ontology), and open source code for loading the annotations to/from a knowledge graph. We are contributing NeSy4VRD to the computer vision, NeSy and Semantic Web communities to help foster more NeSy research using OWL-based knowledge graphs.
Abstract (translated)
NeSy4VRD是一个多用途资源,旨在支持神经符号人工智能(NeSy)的研究。它重新恢复了VRD数据集的图像公开访问,并将它们与经过广泛修订和提高质量的VRD视觉关系注释版本相结合。关键地,NeSy4VRD提供了一组配合默契的OWL本体论,该本体论描述了这个http URL所包含的该数据集,提供了全面支持扩展注释(这反过来促进了本体论的扩展)的开源基础设施,以及用于将注释加载到知识图谱上的开源代码。我们正在向计算机视觉、NeSy和语义网社区贡献NeSy4VRD,以帮助促进基于OWL的知识图谱的更多NeSy研究。
URL
https://arxiv.org/abs/2305.13258