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mxin262 / ESTextSpotter

(ICCV 2023) ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in Transformer
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ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. detectron2 0.2 requires pycocotools>=2.0.1, but you have pycocotools 2.0 which is incompatible. #6

Open Micla-SHL opened 1 year ago

Micla-SHL commented 1 year ago 
  我是本机cuda 11.8 ，所以我采取torch官方安装命令conda install pytorch==2.0.0 torchvision==0.15.0 torchaudio==2.0.0 pytorch-cuda=11.8 -c pytorch -c nvidia

其余安装包是 yapf==0.40.1 指定了版本。现在有标题的error,目前是可以忽视它，因为我还不会用，这个错误是版本冲突，因为安装链接都指向了最新，所以这种错误该怎么规避比较好。我无法直接pip install pycocotools==2.0.1 ，这将导致Failed to build pycocotools ERROR: Could not build wheels for pycocotools, which is required to install pyproject.toml-based projects。在此之前我是如何解决的呢，我自己 pip install cython 解决的，虽然现在requirements.txt 有包含cython，但是不起作用。在我手动安装cython后 ，不再有前述问题，（训练、测试代码都没问题的。）然而当我更新某python包，它会提示标题错误，然后我pip install pycocotools==2.0.1 就开始前述错误。这标题问题有好解决办法吗？

mxin262 commented 1 year ago

试一下先卸载了你本身的pycocotools，再安装detectron2

Micla-SHL commented 1 year ago

针对这个问题，它最终会影响到什么吗？ 您的建议我想尝试，又想训练，我更倾向于训练，因为暂时它好像不影响我使用。我目前因为显存显示问题，目前在关注ABCNet v2 。稍后会继续做ESTS

发件人: mxin262 @.> 发送时间: 2023年10月23日 14:59 收件人: mxin262/ESTextSpotter @.> 抄送: Micla-SHL @.>; Author @.> 主题: Re: [mxin262/ESTextSpotter] ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. detectron2 0.2 requires pycocotools>=2.0.1, but y...

试一下先卸载了你本身的pycocotools，再安装detectron2

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mxin262 commented 1 year ago

可以尝试把denoise关掉来节省显存

Micla-SHL commented 1 year ago

谢谢，我的显存太低了。我跑ABCNet 作者130K模拟中文数据，他跑3天可以loss到0.3，我是一次一张。跑一个礼拜都在1.3波动(rec_loss),total_loss是有微小下降。我想在你们今年去年更新的这ESTS应该更吃显存，我的设备应该支持不了我训练的模型eval分数接近你们的数据。等设备再扩一张再来

发件人: mxin262 @.> 发送时间: 2023年11月19日 14:19 收件人: mxin262/ESTextSpotter @.> 抄送: Micla-SHL @.>; Author @.> 主题: Re: [mxin262/ESTextSpotter] ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. detectron2 0.2 requires pycocotools>=2.0.1, but y...

可以尝试把denoisehttps://github.com/mxin262/ESTextSpotter/blob/f404aa1c565079ec23723b9ffa6c15c47b840dc3/config/ESTS/ESTS_5scale_pretrain.py#L99关掉来节省显存

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