Automatic target detection platform

The invention provides an automatic target detection platform comprising a data set management module used for creating and managing a data set, a model training module used for training a to-be-trained model according to the data set to generate a first target detection model, a model verification...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: NIU KANGNING, CHEN HAIBO, LUO ZHIPENG
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention provides an automatic target detection platform comprising a data set management module used for creating and managing a data set, a model training module used for training a to-be-trained model according to the data set to generate a first target detection model, a model verification module used for carrying out online verification on the first target detection model so as to generate a second target detection model, and a model publishing module used for publishing the second target detection model. According to the automatic target detection platform, the technical threshold of a deep learning target detection algorithm can be greatly reduced, and the entry difficulty is reduced. 本发明提供了一种自动化目标检测平台,包括:数据集管理模块,数据集管理模块用于创建和管理数据集;模型训练模块,模型训练模块用于根据数据集对待训练模型进行训练,以生成第一目标检测模型;模型校验模块,模型校验模块用于对第一目标检测模型进行在线校验,以生成第二目标检测模型;模型发布模块,模型发布模块用于对第二目标检测模型进行发布。根据本发明的自动化目标检测平台,能够大大降低深度学习目标检测算法的技术门槛,降低了其入门难度。