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about Trainning on the other backbone

Open tangsipeng opened this issue 3 years ago • 6 comments

@ifzhang i read your paper and i decide to train the model on my own backbone. refer to your paper you just train 10 epochs and you can get prettey results on mot15 dataset and when you compare different backbone , you get 40 mota on tranning mot15 split dataset . so i guess a good pertrain model is important. can you share more detail about tranning without pretrain model ?

tangsipeng avatar Jul 11 '20 12:07 tangsipeng

i get 70 mota on my own backbone and did not use pretrain model

tangsipeng avatar Jul 11 '20 13:07 tangsipeng

@tangsipeng Hi。When I do not use the pre-trained model to train my other networks, the batchsize uses 12, so how should the learning rate or other parameters change? At present, I use the default configuration of the code and found that the overall loss is higher. |loss 11.0362 |hm_loss 0.6886 |wh_loss 1.4095 |off_loss 0.2094 |id_loss 6.4266

JoJoliking avatar Jul 12 '20 10:07 JoJoliking

i get 70 mota on my own backbone and did not use pretrain model

How is your backbone? Can you share a little of what you have achieved please?

faruknane avatar Jul 27 '20 09:07 faruknane

i get 70 mota on my own backbone and did not use pretrain model

How is your backbone? Can you share a little of what you have achieved please?

i use darknet backbone , and do not use deformat conv .just upsample 3 outputs to same size, then concat three outputs to one as required.

tangsipeng avatar Jul 27 '20 09:07 tangsipeng

i get 70 mota on my own backbone and did not use pretrain model

How is your backbone? Can you share a little of what you have achieved please?

i use darknet backbone , and do not use deformat conv .just upsample 3 outputs to same size, then concat three outputs to one as required.

我想请问下您具体是怎么做的呢,可以找到您的联系方式吗

CccJ23 avatar May 26 '22 06:05 CccJ23

i get 70 mota on my own backbone and did not use pretrain model

How is your backbone? Can you share a little of what you have achieved please?

i use darknet backbone , and do not use deformat conv .just upsample 3 outputs to same size, then concat three outputs to one as required.

我想请问下您具体是怎么做的呢,可以找到您的联系方式吗

我已经2年没搞这个了,目前主要搞 bytetrack 的一些应用

tangsipeng avatar May 27 '22 09:05 tangsipeng