Hello. This is an edit of the ViewFormer paper: https://github.com/jkulhanek/viewformer
- To install requirment, just run the following command: pip install -e .
- The project has newer libraries' versions
Codebook and Transformer were trained with the parameters specified by the original project and achieved the following results:
Codebook training
| mse | rmse | mae | psnr | lpips | ssim | |
|---|---|---|---|---|---|---|
| paper | 40.111782 | 6.122104 | 1.783276 | 32.679970 | 0.033483 | 0.962444 |
| trained | 41.745335 | 6.111624 | 1.500933 | 32.927101 | 0.027030 | 0.973110 |
Transformer training:
| loc-angle | loc-angle-med | loc-dist | loc-dist-med | mse | rmse | mae | psnr | lpips | ssim | |
|---|---|---|---|---|---|---|---|---|---|---|
| paper | 0.083059 | 0.067267 | 0.253630 | 0.210964 | 74.843483 | 8.186931 | 2.187041 | 30.247765 | 0.050506 | 0.949935 |
| trained | 0.186236 | 0.128448 | 0.496741 | 0.385123 | 105.547150 | 9.564821 | 2.301619 | 29.034624 | 0.041288 | 0.957995 |