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PHRASE RECOGNITION MODEL FOR AUTONOMOUS VEHICLES

机译:自治车辆短语识别模型

摘要

Aspects of the disclosure relate to training and using a phrase recognition model to identify phrases in images. As an example, a selected phrase list may include a plurality of phrases is received. Each phrase of the plurality of phrases includes text. An initial plurality of images may be received. A training image set may be selected from the initial plurality of images by identifying the phrase-containing images that include one or more phrases from the selected phrase list. Each given phrase-containing image of the training image set may be labeled with information identifying the one or more phrases from the selected phrase list included in the given phrase-containing images. The model may be trained based on the training image set such that the model is configured to, in response to receiving an input image, output data indicating whether a phrase of the plurality of phrases is included in the input image.
机译:本公开的各方面涉及训练和使用短语识别模型来识别图像中的短语。作为示例,所选择的短语列表可以包括接收多个短语。多个短语的每个短语包括文本。可以接收初始多个图像。通过识别包含来自所选短语列表的一个或多个短语的包含一个或多个短语,可以从初始多个图像中选择训练图像集。可以用训练图像集的包含训练图像集的包含的每个给定短语图像标记,该信息标识来自包括在包含给定短语的图像中的所选短语列表中的一个或多个短语的信息。该模型可以基于训练图像集训练,使得模型被配置为响应于接收到输入图像,输出数据指示是否包括在输入图像中的多个短语的短语是否包括在内。

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