问题An object named ‘ResNetArcFace‘ was already registered in ‘arch‘ registry!

源来猿往2024-11-16 9:19

在安装 GFPGAN 的时候，一切都顺利，但是执行的时候出现了错误，哦还有一个问题，

问题一

就是如果basicsr安装不成功可以执行如下命令

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pip install -i https://mirrors.aliyun.com/pypi/simple tb-nightly
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple basicsr==1.4.2

转载无法安装basicsr的解决方法_basicsr安装失败-CSDN博客

问题二

回归上面的问题，如果执行出现了如下错误

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Traceback (most recent call last):
  File "F:\work\code\python\GFPGAN-master\inference_gfpgan.py", line 9, in <module>
    from gfpgan import GFPGANer
  File "F:\work\code\python\GFPGAN-master\gfpgan\__init__.py", line 2, in <module>
    from .archs import *
  File "F:\work\code\python\GFPGAN-master\gfpgan\archs\__init__.py", line 10, in <module>
    _arch_modules = [importlib.import_module(f'gfpgan.archs.{file_name}') for file_name in arch_filenames]
  File "F:\work\code\python\GFPGAN-master\gfpgan\archs\__init__.py", line 10, in <listcomp>
    _arch_modules = [importlib.import_module(f'gfpgan.archs.{file_name}') for file_name in arch_filenames]
  File "D:\ProgramData\anaconda3\envs\insightface\lib\importlib\__init__.py", line 126, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "F:\work\code\python\GFPGAN-master\gfpgan\archs\arcface_arch.py", line 172, in <module>
    class ResNetArcFace(nn.Module):
  File "D:\ProgramData\anaconda3\envs\insightface\lib\site-packages\basicsr\utils\registry.py", line 56, in deco
    self._do_register(name, func_or_class, suffix)
  File "D:\ProgramData\anaconda3\envs\insightface\lib\site-packages\basicsr\utils\registry.py", line 42, in _do_register
    assert (name not in self._obj_map), (f"An object named '{name}' was already registered "
AssertionError: An object named 'ResNetArcFace' was already registered in 'arch' registry!

问题原因

发现是由于ResNetArcFace已经被注册，搜索了下，发下我安装的另外一个库已经包含了

问题解决方案

那咋办了

方法一

一个是重新开个环境，通过conda创建一个虚拟环境，排除环境依赖，也就不存在重复使用问题

conda create --name xxx python=3.11

方法二

一个是修改源码

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ResNetArc2Face

如下替换掉

然后源代码重新安装，执行解决此问题

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python setup.py develop