基于RK3588边缘计算的安卓端NPU加速YOLOv5推理实践:入门Demo实现

上传者: lincyang | 上传时间: 2025-06-11 20:22:32 | 文件大小: 11.26MB | 文件类型: ZIP
本项目提供了一个完整的工程化Demo,演示如何将Rockchip官方RKNN Toolkit中的YOLOv5示例高效迁移到安卓应用环境。主要特性包括: 边缘计算优化:充分利用RK3588芯片的NPU加速能力,实现移动端实时目标检测 全流程实现:包含安卓JNI接口封装到前处理/后处理的解决方案 工程化适配:解决了RKNN模型在安卓环境的部署难题,提供可复用的代码框架 代码结构清晰,包含: 安卓JNI接口实现(C++) 示例APK源码(Java/Kotlin) 预编译的RKNN模型文件 本Demo适合希望了解以下技术的开发者: 边缘计算设备上的AI推理部署 Rockchip NPU的安卓开发实践 YOLOv5模型在移动端的优化实现 通过此项目,开发者可以快速掌握RK3588平台的AI应用开发流程,为产品级应用开发奠定基础。

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