Hi @shunsukesaito, thanks a lot for this great work. I am following your guideline to process the free rp_dennis_posed_004 data and tried to overfit to one image.
However, after 100 epochs, the following is what I get. May I know whether you have tried single-imge overfitting before? Do you mind sharing some thoughts about why this may fail? Thanks a lot
Hi @shunsukesaito, thanks a lot for this great work. I am following your guideline to process the free
rp_dennis_posed_004
data and tried to overfit to one image.The only change I made to your repo is that I replaced the following line with
self.yaw_list = [0]
to always train on the same image: https://github.com/shunsukesaito/PIFu/blob/f0a9c99ef887e1eb360e865a87aa5f166231980e/lib/data/TrainDataset.py#L81I then trained with the command line your suggested:
However, after 100 epochs, the following is what I get. May I know whether you have tried single-imge overfitting before? Do you mind sharing some thoughts about why this may fail? Thanks a lot