aipixel/GaussianAvatar

reproduce numbers in paper

hdjang opened this issue · 3 comments

hdjang commented

Hi, Thanks for sharing great work!

I found that model trained on 'm4c_processed' data using the command in READMD.md does not match the numbers in the paper. It also looks similar for the 'dynvideo_male' case too.
Can you share us that what config options were used for training? (such as 'batch_size', 'lpips_start_iter', 'pose_op_start_iter', etc)

Best regards

Hi, we also optimize the test sequence to get refined poses for testing before training the model.

hdjang commented

Ah ha!
Thanks for the reply

Could you provide more details on optimizing training and test sequence?
Such as loss function, optimization process, and etc.

Or did you mean applying training code to test sequence with SMPL optimization, and just use optimized SMPL pose among the checkpoint to update test sequence?

And I would be very grateful if you would publish checkpoints for the other three people from SnapshotPeople in the table