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有考虑过新增人脸检测模型的压缩例程嘛? #1857

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Zheng-Bicheng opened this issue Feb 27, 2024 · 3 comments
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有考虑过新增人脸检测模型的压缩例程嘛? #1857

Zheng-Bicheng opened this issue Feb 27, 2024 · 3 comments
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@Zheng-Bicheng
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如题,翻了一下仓库没看到有对人脸检测模型做量化的

@ceci3
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ceci3 commented Feb 28, 2024

暂时没有这个计划~ 请问下是有什么场景吗

@Zheng-Bicheng
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暂时没有这个计划~ 请问下是有什么场景吗

YOLO这一类目标检测算法用来做人脸检测的话是没有关键点的,而类似SCRFD这一类的模型可以得到具体的坐标和人脸关键点信息,可以在人脸识别前做一些人脸对齐的操作。类似SCRFD这种在InsightFace仓库中的模型在人脸识别领域是非常热门的,而且很适合用来做量化。

@wanghaoshuang
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抱歉,PaddleSlim 没有直接提供 SCRFD 相关示例。
PaddleDetection 中集成了 PaddleSlim 压缩功能,理论上 PaddleDetection 支持的模型均可进行模型压缩。可以关注下 PaddleDetection 是否支持或是否计划支持 SCRFD。
感谢您的关注。

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