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TRAINING DATA GENERATION METHOD FOR GENERATING TRAINING DATA OF VQA SYSTEM, TRAINING DATA GENERATION DEVICE, ELECTRONIC APPARATUS AND COMPUTER READABLE MEDIUM

机译:用于生成VQA系统的训练数据,训练数据生成装置,电子设备和计算机可读介质的训练数据生成方法

摘要

To generate training data for visual questioning answering (VQA).SOLUTION: A training data generation method 200 includes a step 210 for acquiring training data of a first set of a VQA system including a first question to an image in the VQA system and a first answer corresponding to the first question, a step 220 for acquiring information on the image, and a step 230 for generating a second question corresponding to the first answer on the basis of the information, and acquiring training data of a second set including the second question and the first answer to the image in the VQA system.EFFECT: A large amount of training data for the VQA system is automatically and efficiently acquired at low cost so that the efficiency of model training can be improved. Also, since the acquired training data includes an inferring question to the image, it is possible to improve the understanding capability of the VQA system to the image.SELECTED DRAWING: Figure 2
机译:为了生成用于视觉提问应答(VQA)的训练数据。解决方案:训练数据产生方法200包括步骤210,用于获取第一组VQA系统的训练数据,该第一组VQA系统包括对VQA系统中的图像的第一问题和第一对应于第一问题的答案,步骤220,用于获取图像上的信息,以及步骤230,用于基于该信息生成与第一答案相对应的第二问题,并获取包括第二问题的第二组的训练数据效果:以低成本自动高效地获取大量用于VQA系统的训练数据,从而可以提高模型训练的效率。另外,由于获取的训练数据包括对图像的推断问题,因此可以提高VQA系统对图像的理解能力。图2

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