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Jul, 2021
图像场景图生成（SGG）基准测试
Image Scene Graph Generation (SGG) Benchmark
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Xiaotian Han, Jianwei Yang, Houdong Hu, Lei Zhang, Jianfeng Gao...
TL;DR
本研究发展了基于maskrcnn-benchmark和多个流行模型的场景图像生成基准测试，并通过Visual Genome和OpenImages视觉关系检测数据集的全面研究来评估场景图像生成模型的主要特性，从而为完善图像理解模型提供了可能。
Abstract
There is a surge of interest in
image scene graph generation
(object, attribute and
relationship detection
) due to the need of building fine-grained image understanding models that go beyond
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