matcaffe error

[haoliyoupai09]

After I train the network you provide and obtain the Resnet_dcn.caffemodel, I compiled the matlab interface and try to load the caffemodel. However, an error appeared (caffe.layerparameter has no field named deformable-cnvolution parameter). I do not know whether it is caused by the incorrect compilation of matcaffe or the loss of the newly added deformable convolutional layer in caffe_.mexa64. Could you help me?

[unsky]

sorry, the codes dont support matlab

[nameToken]

@haoliyoupai09 you solve the matcaffe error problem?I also want to use deformable conv with matcaffe,looking forward to your reply!!

[haoliyoupai09]

Yes, I recompiled the matcaffe interface and it worked. Adding a new layaer in caffe deos not influence the use of caffemodel in matlab.

[DanChen001]

@haoliyoupai09 can you use this code on Caffe + Matcaffe successfully?

[haoliyoupai09]

Yes, no error occurs during the compilation of matcaffe and running of code. But the performance is not good with deformable convolutional network. I do not know why.

[DanChen001]

Yes, no error occurs during the compilation of matcaffe and running of code. But the performance is not good with deformable convolutional network. I do not know why.

@haoliyoupai09 Thanks. What is task you are working on? Are the performance gap significant or slight?

[DanChen001]

Yes, no error occurs during the compilation of matcaffe and running of code. But the performance is not good with deformable convolutional network. I do not know why.

@haoliyoupai09 I placed one deformable layer at the end of my network. After training, the outputs of this deformable layer are 0. I checked the outputs of the offset layer, which are very large. Do you know why? Could you share more details about how to use this layer? Thanks