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SyGoing avatar SyGoing commented on June 9, 2024

hello, have you solved this question? my architecture is the same as you

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oujieww avatar oujieww commented on June 9, 2024

@SyGoing no , my finall loss is too big ,i still try to change lr .but ~~~~~,i have no idea ~~~~, how do u think about this?

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SyGoing avatar SyGoing commented on June 9, 2024

maybe the real architecture is only one L1 loss and L2 loss. I am trying it again !

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oujieww avatar oujieww commented on June 9, 2024

@SyGoing i think should have multi stage , i add normlize for net, my last problem is solved. but ~~~~finall loss is still too big~~~,and result is not good

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oujieww avatar oujieww commented on June 9, 2024

@SyGoing sorry not normlize, should be initialize

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SyGoing avatar SyGoing commented on June 9, 2024

yean ,like your architecture(4 stages L2 loss and 2 stages L1 loss, I use the vgg19 pretrained model to initialize the pose model , and the loss is changing smaller during training.

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rafuck avatar rafuck commented on June 9, 2024

@oujieww, hello. I want to train body_25 on my dataset too. And my question, how did you obtain your train model?

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wuxiaomin0110 avatar wuxiaomin0110 commented on June 9, 2024

Hi, @oujieww I wanna train body 25 model by this rep. I do not need feet keypoints, so I only modify the prototxt file like yours but with the 17-points coco data (download from this rep, 188G lmdb file). However, my new trained model can not detect any points. Can you give me some advice?
I set the outputs of 'Mconv7_stage0_L1' and 'Mconv7_stage1_L1' as 19, I wonder why you set them to 21? I will get an error when I set them to 21.

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luqiang-guo avatar luqiang-guo commented on June 9, 2024

How can I find models and papers about body25?

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