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【Issue 51】Add edge deployment validation example - #94

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isLinXu merged 1 commit into
Tencent:mainfrom
Ricky-7-Yan:feat/issue51-edge-inference
Jul 4, 2026
Merged

isLinXu merged 1 commit into
Tencent:mainfrom
Ricky-7-Yan:feat/issue51-edge-inference

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@Ricky-7-Yan

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关联 issue: #51

完成内容

  • 新增 examples/YOLO-Master-Edge-Deployment 边缘端部署示例目录
  • 提供 VisDrone / SKU-110K 垂类 profile、letterbox 形状计算和坐标恢复工具
  • 提供 ONNX + NCNN/MNN 导出脚本骨架
  • 提供 .npy 输出一致性验证工具,报告 max error / mean error / RMSE / pass-fail
  • 提供延迟 P50/P95/P99/FPS 汇总工具
  • 提供 CMake + C++ benchmark CLI 入口,便于接入 ONNX Runtime / NCNN / MNN
  • 增加工具级单元测试

验证

  • python -m pytest tests/test_edge_deployment_utils.py -q
  • python examples/YOLO-Master-Edge-Deployment/validate_edge_outputs.py --reference ref.npy --candidate cand.npy --tolerance 0.005
  • CMake build 未运行:当前 Windows 环境未安装 cmake 命令

@isLinXu

isLinXu commented Jul 4, 2026

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LGTM

@isLinXu
isLinXu merged commit 84ba4ac into Tencent:main Jul 4, 2026
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isLinXu added a commit that referenced this pull request Jul 6, 2026
【Issue 51】Add edge deployment validation example
isLinXu added a commit that referenced this pull request Jul 6, 2026
【Issue 51】Add edge deployment validation example
isLinXu added a commit that referenced this pull request Jul 9, 2026
【Issue 51】Add edge deployment validation example
isLinXu added a commit that referenced this pull request Jul 11, 2026
[Issue 51]Add edge deployment validation example
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2 participants