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All Projects → r1ch88 → Slowfastnetworks

r1ch88 / Slowfastnetworks

PyTorch implementation of "SlowFast Networks for Video Recognition".

Programming Languages

python
139335 projects - #7 most used programming language

SlowFastNetworks

PyTorch implementation of "SlowFast Networks for Video Recognition".

Train

  1. Dataset should be orgnized as：
dataset(e.g. UCF-101)  
│    │ train/training  
│    │    │ ApplyEyeMakeup  
│    │    │ ApplyLipstick  
│    │    │ ...  
│    │ validation  
     │    │ ApplyEyeMakeup  
     │    │ ApplyLipstick  
     │    │ ...
  1. Modify the params in config.py and mode of train_dataloader or val_dataloader in train.py.

Requirements

python 3
PyTorch >= 0.4.1
tensorboardX
OpenCV

Code Reference:

[1] https://github.com/Guocode/SlowFast-Networks/
[2] https://github.com/jfzhang95/pytorch-video-recognition
[3] https://github.com/irhumshafkat/R2Plus1D-PyTorch

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