Skip to content

Latest commit

 

History

History
29 lines (24 loc) · 1.28 KB

tricks.md

File metadata and controls

29 lines (24 loc) · 1.28 KB
Raw

Technical tricks to improve or accelerate ECON

If the reconstructed geometry is not satisfying, play with the adjustable parameters in config/econ.yaml

  • use_smpl: ["hand"]
    • [ ]: don't use either hands or face parts from SMPL-X
    • ["hand"]: only use the visible hands from SMPL-X
    • ["hand", "face"]: use both visible hands and face from SMPL-X
  • thickness: 2cm
    • could be increased accordingly in case final reconstruction xx_full.obj looks flat
  • k: 4
    • could be reduced accordingly in case the surface of xx_full.obj has discontinous artifacts
  • hps_type: PIXIE
    • "pixie": more accurate for face and hands
    • "pymafx": more robust for challenging poses
  • texture_src: image
    • "image": direct mapping the aligned pixels to final mesh
    • "SD": use Stable Diffusion to generate full texture (TODO)

To accelerate the inference, you could

  • use_ifnet: False
    • True: use IF-Nets+ for mesh completion ( $\text{ECON}_\text{IF}$ - Better quality, ~2min / img)
    • False: use SMPL-X for mesh completion ( $\text{ECON}_\text{EX}$ - Faster speed, ~1.8min / img)
# For single-person image-based reconstruction (w/o all visualization steps, 1.5min)
python -m apps.infer -cfg ./configs/econ.yaml -in_dir ./examples -out_dir ./results -novis