深度学习预测智能城市停车场剩余车位

上传者: 43573689 | 上传时间: 2022-04-27 20:07:18 | 文件大小: 24.32MB | 文件类型: ZIP
本项目基于从伯明翰市议会 NCP 运营的伯明翰停车场收集的数据,利用深度学习预测智能城市停车场剩余车位。本项目采用WaveNet模型,该模型引入扩张的因果卷积层来处理时间数据,并学习到长期序列趋势关系。结果表明,该模型在Parking Birmingham Data Set数据集上有着显著的效果,预测误差小。

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