ashawkey / nerf2mesh

[ICCV2023] Delicate Textured Mesh Recovery from NeRF via Adaptive Surface Refinement

Home Page:https://me.kiui.moe/nerf2mesh/

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Mesh quality from stage0 is poor

juuso-oskari opened this issue · comments

Hi @ashawkey, and thank you for amazing repository

I would like to use your SDF implementation as baseline at my thesis. But I find the resulting mesh as quite poor quality after stage 0:

image

The rendering quality seems good (validation rendering):

ngp_stage0_ep0403_0001_rgb

Are there some options I would need to change to achieve better mesh quality. Now I run the stage 0 for 20 minutes of training in sdf mode:
CUDA_VISIBLE_DEVICES=0 python main.py data/DTU/scan24/ --data_format dtu --workspace trial_dtu24_sdf/ -O --bound 1 --scale 0.8 --dt_gamma 0 --stage 0 --sdf

So I basically copied the options from runall_syn_sdf.sh but for DTU dataset, since that is pretty much the benchmark for sdf models.