Lightweight vehicle target detection system

The invention belongs to the technical field of computer vision application, and provides a lightweight vehicle detection system. The system comprises a data module, a network structure module, a system configuration module, a training module, a test module, a log acquisition module, an effect analy...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: GUO RUBO, LIU JIKANG, FU RAO, BI YUANGUO, YAN FEIHONG
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention belongs to the technical field of computer vision application, and provides a lightweight vehicle detection system. The system comprises a data module, a network structure module, a system configuration module, a training module, a test module, a log acquisition module, an effect analysis module and a detection module. According to the detection system, feature fusion operation and parallel branch prediction operation are carried out on the basis of the SSD; and a lightweight structure is used as a feature extraction network, and ensures that an algorithm can be operated on vehicle-mounted equipment with limited calculation and storage resources, and the detection precision of a vehicle target is improved by adopting a feature fusion module. Meanwhile, a parallel branch prediction structure is also designed in the system, so that the detection precision of the algorithm can be improved, and the detection speed of the target can also be improved. 本发明属于计算机视觉应用技术领域,提供了一种轻量级的车辆检测系统。该系统包括数据模块、网络结构模块、