目标检测方法、装置、电子设备及存储介质
By adaptively allocating target features using a pre-trained channel allocator, feature conflicts in different detection tasks are resolved, improving the accuracy and efficiency of target detection.
CN116206136BActive Publication Date: 2026-07-17SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD
- Filing Date
- 2022-12-28
- Publication Date
- 2026-07-17
AI Technical Summary
Technical Problem
In existing target detection technologies, feature conflicts arise because the target features required for different tasks are inconsistent in characteristics, which reduces detection performance.
Method used
By using a trained feature extractor to allocate channels for target features, and a trained channel allocator to allocate channels for target features, the feature conflict problem of different detection tasks can be resolved, thereby improving target detection performance.
Benefits of technology
By adaptively allocating target features through a channel allocator, the accuracy and efficiency of target detection are improved, the feature conflict problem is resolved, and the detection performance is enhanced.
✦ Generated by Eureka AI based on patent content.
Smart Images
Figure CN116206136B_ABST
Abstract
本发明实施例提供一种目标检测方法，通过训练好的特征提取器对待检测图像进行特征提取，得到所述待检测图像的目标特征；通过训练好的通道分配器对所述目标特征进行通道分配，得到分配后的目标特征，所述通道分配器与分配后的所述目标特征一一对应；将分配后的所述目标特征分配到对应的所述检测器进行检测，得到所述待检测图像的目标检测结果，所述通道分配器至少与一个所述检测器对应。通过将待检测图像的目标特征进行通道分配，使得分配后的目标特征更适应于不同的检测器，利用通道分配解决不同检测任务的特征冲突问题，从而提高了目标检测的性能。
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