项目作者: MohsenFayyaz89

项目描述 :
Temporal 3D ConvNet
高级语言: Python
项目地址: git://github.com/MohsenFayyaz89/T3D.git
创建时间: 2017-11-20T15:01:00Z
项目社区:https://github.com/MohsenFayyaz89/T3D

开源协议:MIT License

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T3D

This is the code for the paper
Temporal 3D ConvNets: New Architecture and Transfer Learning for Video Classification,


Ali Diba*,
Mohsen Fayyaz*,
Vivek Sharma,
Amir Hossein Karami,
Mohammad Mahdi Arzani,
Rahman Yousefzadeh,
Luc Van Gool


(* equal contribution)

In this work we have introduced the new 3D convolutional neural network architectures for video classification named DenseNet3D and T3D.

If you find this code useful in your research, please cite:

  1. @ARTICLE{2017arXiv171108200D,
  2. author = {{Diba}, A. and {Fayyaz}, M. and {Sharma}, V. and {Karami}, A.~H. and
  3. {Mahdi Arzani}, M. and {Yousefzadeh}, R. and {Van Gool}, L.},
  4. title = "{Temporal 3D ConvNets: New Architecture and Transfer Learning for Video Classification}",
  5. journal = {ArXiv e-prints},
  6. archivePrefix = "arXiv",
  7. eprint = {1711.08200},
  8. primaryClass = "cs.CV",
  9. keywords = {Computer Science - Computer Vision and Pattern Recognition},
  10. year = 2017,
  11. month = nov,
  12. adsurl = {http://adsabs.harvard.edu/abs/2017arXiv171108200D},
  13. adsnote = {Provided by the SAO/NASA Astrophysics Data System}
  14. }