use convert_caffe_model.py to convert c3d_finetune_on_ucf model

Question

use convert_caffe_model.py to convert c3d_finetune_on_ucf model

Gus-Guo opened this issue 7 years ago · 4 comments

I just use the convert_caffe_model.py to convert the c3d model finetuned on UCF101, I have changed the the last fc layer of c3d.py, is that all right? After the conversion, I found the accuracy is very low...I am not sure if it's right to do so..Thank you !

Answer 1 · 2017-04-27T14:56:54.000Z

What change did you make on the last fc layer? If you changed a layer (weights/biases randomly initialized), you need to finetune your model.

Answer 2 · 2017-04-29T04:17:41.000Z

The model I convert is the model already finetuned on the UCF101 by the author of C3D, Tran. After convert the model, I found that the accuracy is very low. Maybe that is because I change the way I load the training image..

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--- 原始邮件 --- 发件人： "Chuck Cho" <notifications@github.com> 已发： 2017年4月27日 22:56 收件人： "axon-research/c3d-keras" <c3d-keras@noreply.github.com> 抄送： "Gus-Guo" <gus_guo@outlook.com>, "Author" <author@noreply.github.com> 主题： Re: [axon-research/c3d-keras] use convert_caffe_model.py to convert c3d_finetune_on_ucf model (#9) What change did you make on the last fc layer? If you changed a layer (weights/biases randomly initialized), you need to finetune your model. ― You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub<#9 (comment)>, or mute the thread<https://github.com/notifications/unsubscribe-auth/AX0EH3Y50udPHifU-7v9JCOeZSbIdErLks5r0Ky2gaJpZM4NIQRU>.

Answer 3 · 2017-08-02T17:02:23.000Z

Were you able to get this issue fixed?

Answer 4 · 2017-09-19T19:04:51.000Z

Closing as this is outside the scope of this repo.