Comments (16)
yes,you can load the former 3 layers of the SiamRPNotb.model. The setting is in line 54 of the config.py file.
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@HelloRicky123 Thanks for your code and your answer, and I have another questions
(1)in the 54version, you didn't freeze the former 3 BN layers, so is there any benefits?
(2) if I change some code, can I load the full SiamRPNotb.model parameters, and then freeze the former 3 layers, and train on the base of the pretrained parameters .In my opinion ,SiamRPBotb.model is enough training, if I want to use in some special scene, can I base the fully model parameters, using some my own template to train
(我可不可以改变一下几行代码,然后把SiamRPNotb.model的所有参数都导入,然后在固定住前三层,在这些已经训练好的参数上训练?因为我想着这个模型已经训练的很充分了,然后我用在比较特定的场景的话,可不可以在他整个模型参数的基础之上,用我自己的一些样本训练)
Thank you very much
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@zhanght021 你用这个代码能够跑起来嘛,能指导我一下嘛
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@fAnchao1 我还在下载数据集,等下完了试试,应该没问题的吧,作者都已经把结果测出来了
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可以加个qq?
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@fAnchao1 这个等我明后天自己跑通了再交流,不然到时候就比较尴尬了,哈哈
from siamese-rpn.
@HelloRicky123 Thanks for your code and your answer, and I have another questions
(1)in the 54version, you didn't freeze the former 3 BN layers, so is there any benefits?
(2) if I change some code, can I load the full SiamRPNotb.model parameters, and then freeze the former 3 layers, and train on the base of the pretrained parameters .In my opinion ,SiamRPBotb.model is enough training, if I want to use in some special scene, can I base the fully model parameters, using some my own template to train
(我可不可以改变一下几行代码,然后把SiamRPNotb.model的所有参数都导入,然后在固定住前三层,在这些已经训练好的参数上训练?因为我想着这个模型已经训练的很充分了,然后我用在比较特定的场景的话,可不可以在他整个模型参数的基础之上,用我自己的一些样本训练)
Thank you very much
Yes, of course. I tried this previously and can get 0.56 auc with code.
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@HelloRicky123 hello,how can i test the result in the vot-toolkit
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@HelloRicky123 Thanks for your amazing work. And how to check the results with the vot-toolkit?
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@zhanght021 你做的怎么样了
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@longqiwf have you test on vot?
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@fAnchao1 你现在问题解决了吗?要不要加个QQ?
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@stillqueen 还没有呢,你呢,可以啊加个qq我加你
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@fAnchao1 974765289
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@fAnchao1 上面是我QQ,你可以加一下哈
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Closed first.
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Related Issues (20)
- Error: ModuleNotFoundError: No module named 'siamfc' HOT 2
- about youtube_BB dataset 111G
- Shouldn't bbox be 0-based before passing to crop method in imagenet data generation?
- I want to ask some question about the code in "net/dataset.py"? HOT 1
- evaluate on OTB100 , I get 0.6016 AUC
- The anchors seems to be wrong.. HOT 1
- I run your program and got only 0.1%AUC on OTB100 HOT 4
- About instance_size HOT 1
- AttributeError: 'NoneType' object has no attribute '__buffer__' HOT 1
- About run test_OTB.py !! HOT 6
- typeerror: expected str, bytes or os.pathlike object, not int HOT 1
- TypeError: a bytes-like object is required, not 'NoneType' HOT 2
- data HOT 2
- data lost
- The parameter amount of the model is larger than that of the original siameserpn? HOT 1
- The trained model has too low accuracy.
- A little confused in dataset HOT 1
- 从哪里找到算法跑完的结果,也就是txt文件
- Would you please upload the data to create lmdb to google drive and share it?
- 请问可以在Windows环境下训练吗? HOT 1
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