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Experiments

Before start, please download and process the data follow the instructions docs/dataset.md. The directory structure of the data is expected to be:

data/
├── zju/
    ├── SMPL_NEUTRAL.pkl
    ├── CoreView_313/
    ├── ...
    └── CoreView_386/

Our Method: AV3D

"AvatarOne: Monocular 3D Human Animation"

The default output directory is: ./outputs/<exp-name>/<dataset>/<subject_id>/<fs>/. You can check the on-the-fly qualitative evalution results in the folder eval_imgs_otf and quantitative scores in the val_xxx_metrics_otf.txt file. There is also a tensorboard log file in this folder for you to check on the loss curves.

Additionally every 10k steps there is canonical and deformed .obj files generated for visualization.

Training.

bash train_implicit.sh

Rendering

bash eval.sh