syguan96/DynaBOA

About pretrained HMR model

Opened this issue · 2 comments

HI! recently I have a question about your pretrained HMR model.
You know that HMR model also used 2d dataset for training such as LSP, LSP-extended, MPII and MS COCO, may I ask do u still keep them while training HMR except Human3.6M?
That is, how do you generate the checkpoint file as for the input, i.e.'data/basemodel.pt'.

Maybe this question seems stupid but I want to use the way you process it for some reference. hope you can give me some guidance, Thank you!

It's my glad to see people interested in our work.
First, HMR is trained on both 2D datasets and 3D datasets, including H3.6M. But due to the license, the SMPL annotation of H36M can not be shared anymore.
We trained the basemodel using H3.6M with its SMPL annotations. Besides, we replace BN with GN since batchsize=1 during online adaptation.

got it! many thanks to u