DAQUAR 真实世界图像问答数据集

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DAQUAR,全称 DAtaset for QUestion Answering on Real-world images,是一个关于图像的人类问答的数据集。该数据集的图像来自于 NYU-Depth v2 数据集,都是关于室内场景的 RGBD 图像,其中 795 张用于训练,654 张用于测试。DAQUAR 中的 question/answer pairs 主要有两种类型:自动生成的和人工标注的。

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  • DAQUAR/README.md 1.2 KB
  • DAQUAR/README.txt 1.2 KB
  • DAQUAR/data/Consensus data on DAQUAR/human_answers-consensus 825.16 KB
  • DAQUAR/data/DAQUAR builds upon NYU Depth v2 by N. Silberman et.al./nyu_depth_images.tar 411.17 MB
  • DAQUAR/data/Full DAQUAR (all classes)/qa.894.raw.test.txt 343.17 KB
  • DAQUAR/data/Full DAQUAR (all classes)/qa.894.raw.train.txt 413.95 KB
  • DAQUAR/data/Full DAQUAR (all classes)/qa.894.raw.txt 757.12 KB
  • DAQUAR/data/Full DAQUAR (all classes)/test.txt 5.93 KB
  • DAQUAR/data/Full DAQUAR (all classes)/train.txt 7.14 KB
  • DAQUAR/data/Metrics measuring performance/calculate_wups.py 5.07 KB
  • DAQUAR/data/Metrics measuring performance/compute_consensus.py 6.76 KB
  • DAQUAR/data/Metrics measuring performance/gt_questions.txt 202 B
  • DAQUAR/data/Metrics measuring performance/pred_answers.txt 31 B
  • DAQUAR/data/Reduced DAQUAR (37 classes and 25 test images)/qa.37.raw.reduced.test.txt 17.3 KB
  • DAQUAR/data/Reduced DAQUAR (37 classes and 25 test images)/qa.37.raw.train.txt 222.51 KB
  • DAQUAR/data/Reduced DAQUAR (37 classes and 25 test images)/qa.37.raw.txt 415.01 KB
  • DAQUAR/data/Reduced DAQUAR (37 classes and 25 test images)/sampled_test_names.txt 231 B