Comments (4)
jeffreyyihuang
commented on June 21, 2024
Hi,
Thanks for the good question!! I utilize the cross-modality pretraining technique to transfer the model weight pretrained on ImageNet to fit the motion ResNet101. The details are described in Readme!
Sincerely,
Jeffrey
from two-stream-action-recognition.
LiliMeng
commented on June 21, 2024
Hi Jeffrey,
Thanks a lot for your kind and quick reply. The channels in the RGB and optical flow stream are different, how did you fit the pre-trained ImageNet model to the optical flow stream? Do you have the code to load the ImageNet pre-trained model to optical flow stream?
Highly appreciate your time and help!
from two-stream-action-recognition.
jeffreyyihuang
commented on June 21, 2024
Hi,
Please refer the link below to see my implementation details of cross-modality pretraining method!
https://github.com/jeffreyhuang1/two-stream-action-recognition/blob/master/network.py#L216
Jeffrey
from two-stream-action-recognition.
LiliMeng
commented on June 21, 2024
Great! Thanks a lot!
from two-stream-action-recognition.
Related Issues (20)
- HandStandPushups 在代码中多次单独处理，为什么？谢谢
- Error while testing.
- Excuse me, what is the operating environment of this experiment?Thanks HOT 1
- Missing License HOT 1
- If I take 64 x-channel and 64 y-channel optical flow images as input to motion cnn, should I make the out channel num of conv1_custom bigger?
- The environment? HOT 1
- what is the purpose of val_sample19 ?
- Please tell me how the frame_count.pickle file is generated. Thank you. I want to use hmdb51
- Excuse me, is there a tensorflow version?
- How did you get the performance you reported?
- About optic-flow？
- How can I use flownet2.0 method to generate 2-channel optical flow image ?
- pretrained model
- 写的太混乱了
- A problem I meet in spatial_cnn and spatial_dataloader
- 请问，此代码是不是先运行spatial_cnn.py在运行motion_cnn.py,最后在运行average_fusion.py,感谢
- Does this code have no data preprocessing (generating RGB image and optical flow diagram)
- pickle文件怎么生成的，具体都要包括什么内容啊，谢谢 HOT 1
- How to generate pickle files? What should be included? Thank you
- TypeError: new(): invalid data type 'str'
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