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x3d's Introduction

语言: 🇨🇳 🇺🇸

«X3D»复现了论文X3D: Expanding Architectures for Efficient Video Recognition 提出的视频分类模型

CodeBase来自于ZJCV/Non-local

内容列表

背景

论文作者详细的分析了之前的视频理解模型的发展,提出6个关键变量,通过逐步测试的方式搜索更好的模型,最终得到6个不同变量大小的X3D模型

安装

通过requirements.txt安装运行所需依赖

$ pip install -r requirements.txt

处理数据时需要额外安装denseflow,可以在innerlee/setup中找到安装脚本

使用

首先设置GPU和当前位置

$ export CUDA_VISIBLE_DEVICES=1
$ export PYTHONPATH=.

主要维护人员

  • zhujian - Initial work - zjykzj

致谢

@misc{feichtenhofer2020x3d,
      title={X3D: Expanding Architectures for Efficient Video Recognition}, 
      author={Christoph Feichtenhofer},
      year={2020},
      eprint={2004.04730},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

参与贡献方式

欢迎任何人的参与!打开issue或提交合并请求。

注意:

许可证

Apache License 2.0 © 2020 zjykzj

x3d's People

Contributors

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Watchers

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x3d's Issues

from thop import profile

您好,感谢您的开源,我发现目前仓库中是不是缺少了“thop”这个,模块

更多使用文档

你好:
感谢开源X3D优质代码项目,希望可以补充相关的使用文档和模型训练细节、pretrained checkpoint等。谢谢。

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