概览 简述 SS LSTM全称Social Scene LSTM,是一种分层的LSTM模型,在已有的考虑相邻路人之间影响的Social LSTM模型之上额外增加考虑了行人背景的因素。SS LSTM架构类似Seq2Seq,由3个Encoder生成的向量拼接后形成1个Decoder的输入,并最终做出轨迹
H. Xue, D. Q. Huynh, and M. Reynolds, "SS-LSTM: A hierarchical LSTM model for pedestrian trajectory prediction," in 2018 IEEE Winter Conf. on Applications of Computer Vision (WACV), pp. 1186-1194.Xue, H.; Huynh, D.Q.; Reynolds, M. SS-LSTM: A Hierarchical LSTM Model for ...
xuehaouwa/SS-LSTM This repository has been archived by the owner on Mar 13, 2019. It is now read-only. xuehaouwa/SS-LSTMPublic archive NotificationsYou must be signed in to change notification settings Fork30 Star87 master 1Branch 0Tags...
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lstm-rcnn-pedestrian-detection This repository contains the code supporting my research internship at UC Berkeley for the industrial chair Drive for All (MINES Paristech) and the Berkeley Deep Drive consortium. My research subject was Pedestrian Detection using Deep Learning methods. Although I didn'...
(Long Short-Term Memory,LSTM)来进行非线性动态系统辨识的研究,以发现工厂DCS中大量动态数据的信息,完成生产过程辨识,提高辨识精度.首先,本文利用TE过程相关数据验证了LSTM用于非线性动态系统辨识的可行性,利用网格搜索法选择了网络最优超参数组合,并讨论了LSTM中学习率等超参数对辨识精度的影响.其次,为解决LSTM用于非...
Model Name TA-1304/105 SS Color Black Browse Type Feature Phones SIM Type Single Sim Hybrid Sim Slot No Touchscreen No OTG Compatible No Display Features Display Size 4.5 cm (1.77 inch) Resolution No Os & Processor Features Processor Brand NA Memory & Storage...
一种基于道路聚类和双层双向LSTM的交通流量预测方法 本发明公开了一种基于道路聚类和双层双向LSTM的交通流量预测方法,包括:1)提出了一种对训练数据存在缺失值时,对丢失值采取周围平均化的方式填补缺失数据,提高预测精度;2)提出了一种根据历史流量数据对道路进行相关性聚类,将道路分成若干组,并在数据预处理阶... 杨海...
keras 中’lstm’ object has no attribute ‘outbound_nodes’ 在把keras中实现的模型和tensorflow实现的模型合并时,容易报出 object has no attribute 'outbound_nodes’的错误。 我的代码是用keras搭建了一个双层的encoder-decod... 查看原文 【KERAS】报错 AttributeError: 'Tensor' object has no attribute '...