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Caffe: a fast open framework for deep learning.

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Caffe: a fast open framework for deep learning.

Caffe

Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research (BAIR)/The Berkeley Vision and Learning Center (BVLC) and community contributors.

Check out the project site for all the details like

  • DIY Deep Learning for Vision with Caffe
  • Tutorial Documentation
  • BAIR reference models and the community model zoo
  • Installation instructions

and step-by-step examples.

Custom distributions

  • Intel Caffe (Optimized for CPU and support for multi-node), in particular Intel® Xeon processors.
  • OpenCL Caffe e.g. for AMD or Intel devices.
  • Windows Caffe

Community

Please join the caffe-users group or gitter chat to ask questions and talk about methods and models. Framework development discussions and thorough bug reports are collected on Issues.

Happy brewing!

License and Citation

Caffe is released under the BSD 2-Clause license. The BAIR/BVLC reference models are released for unrestricted use.

Please cite Caffe in your publications if it helps your research:

@article{jia2014caffe,
  Author = {Jia, Yangqing and Shelhamer, Evan and Donahue, Jeff and Karayev, Sergey and Long, Jonathan and Girshick, Ross and Guadarrama, Sergio and Darrell, Trevor},
  Journal = {arXiv preprint arXiv:1408.5093},
  Title = {Caffe: Convolutional Architecture for Fast Feature Embedding},
  Year = {2014}
}

GitHub Issues· 1175 开放

在 GitHub 查看全部
  • #7074

    module 'caffe' has no attribute 'set_mode_cpu'

    更新于 2026年9月12日
  • #7088

    R, Julia and container miscommunication

    更新于 2026年9月12日
  • #6391

    Incorrect checks in Blob::offset

    更新于 2026年6月24日
  • #3420

    Is this a BUG in blob->offset(n) ?

    bug更新于 2026年6月24日
  • #6899

    Prebuilt binaries can be downloaded from the latest CI build on appveyor for the following configurations: Visual Studio 2015, CPU only, Python 3.5: Caffe Release, Caffe Debug

    更新于 2025年12月20日
  • #1108

    De-duplicate Engine Tests

    testing更新于 2025年10月17日
  • #7091

    Error found when tried to run OpenPose 1.7.0

    更新于 2025年7月18日
  • #6794

    C++ Compilation Errors on Mac

    更新于 2025年4月8日
  • #5992

    CMake: position independent code on Windows?

    更新于 2025年2月7日

核心特点

  • •DIY Deep Learning for Vision with Caffe
  • •Tutorial Documentation
  • •BAIR reference models and the community model zoo
  • •Installation instructions
  • •Intel Caffe (Optimized for CPU and support for multi-node), in particular Intel® Xeon processors.
  • •OpenCL Caffe e.g. for AMD or Intel devices.
  • •Windows Caffe

> 标签

C++deep-learningmachine-learningvision

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> 工具信息

发布日期2026年8月1日
最后更新2026年9月17日
分类编程语言
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