PaddlePaddle / PaddlePaddle/FastDeploy

测试rvm Pfld Pipnet 感觉都有点问题

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Dominant language
Python
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Merged PRs (30d)
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Description

  • 【FastDeploy版本】: 说明具体的版本,如fastdeploy-osx-arm64-1.0.7

  • 【编译命令】如果您是自行编译的FastDeploy,请说明您的编译方式(参数命令)

  • 【系统平台】: Mac OSX arm(14.0)

  • 【硬件】: 说明具体硬件型号,如 Nvidia GPU 3080TI, CUDA 11.2 CUDNN 8.3

  • 【编译语言】: C++

  • 【模型精度问题】
    使用rvm明显把头像切了部分,手出现也不完整,和原版比质量差了很多
    image
    Pfld Pipnet 人脸识别点位置都乱了,而且乱跳,是不是有问题需要确认下

image

还有 MobileNetV2SE68 这个能都加下效果更好的

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by collecting the missing FastDeploy version, build command, and exact hardware details, then reproduce the reported RVM, Pfld, and Pipnet output differences on macOS ARM. Compare the results with the referenced original models and document whether the quality and landmark instability are reproducible; the MobileNetV2SE68 addition is a separate scope to clarify.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp
Domain
computer-vision, machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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