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Video system using dual stage attention based recurrent neural network for future event prediction
Video system using dual stage attention based recurrent neural network for future event prediction
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机译:使用基于双阶段注意力的递归神经网络进行未来事件预测的视频系统
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摘要
Systems and devices including an imaging sensor to capture video sequences in an environment having safety concerns therein. The systems and devices further including a processor to generate driving series based on observations from the video sequences, and generate predictions of future events based on the observations using a dual-stage attention-based recurrent neural network (DA-RNN). The DA-RNN includes an input attention mechanism to extract relevant driving series, an encoder to encode the extracted relevant driving series into hidden states, a temporal attention mechanism to extract relevant hidden states, and a decoder to decode the relevant hidden states. The processor further generates a signal for initiating an action to machines to mitigate harm to items.
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