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A Unified Framework for Surface Reconstruction

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I have been preprocessing datasets from distinct captures (moments in time and camera sizes). I could only acquire this by using `hloc`, obtaining the `images.bin` and `cameras.bin`. However there is...

![neus-facto00](https://github.com/autonomousvision/sdfstudio/assets/67473743/07d6817a-08e7-4247-8a64-f0f0d4bb3f48) How can I improve these results? I have already tried changing bbox and near-far. What parameters should I tune? The images only have foreground with white background. Command used:...

![image](https://github.com/autonomousvision/sdfstudio/assets/125524043/3f1bebb3-4d7f-4deb-8c74-976056856356) ![image](https://github.com/autonomousvision/sdfstudio/assets/125524043/e01c2968-bc02-4bfa-9b34-71977325ba73) ![Uploading image.png…]() @niujinshuchong I trained with ns-train neus --pipeline.datamanager.train-num-rays-per-batch 2048 --pipeline.model.sdf-field.inside-outside False\ --pipeline.model.sdf-field.hidden-dim 256 --pipeline.model.sdf-field.num-layers 2\ --pipeline.model.sdf-field.num-layers-color 2 --pipeline.model.sdf-field.use-grid-feature False \ --pipeline.model.sdf-field.bias 0.3 --pipeline.model.sdf-field.beta-init 0.3 --pipeline.model.background-model mlp\ --pipeline.model.sdf-field.use-appearance-embedding...

Hello, training nerfacto with the dtu dataset doesn't really work with the following command `ns-train nerfacto --vis tensorboard --trainer.max-num-iterations 60000 --timestamp nerfacto sdfstudio-data --data data/dtu/scan105. ` ![image](https://github.com/autonomousvision/sdfstudio/assets/36280571/08759ae0-18b7-4742-b39e-21213b3e094a) Did anyone have...

Hi, I captured a video length 1 minutes, then train with neus-facto. One frame in the video like this ![Screenshot 2023-08-01 160505](https://github.com/autonomousvision/sdfstudio/assets/110378166/7d55a478-2f45-426b-837b-5d829fd2792f) The toy is with white sword. I trained...

https://drive.google.com/drive/folders/1Q9zSM8sCsQ4n-6QKl4GEujuznx-abxvh?usp=drive_link ![image](https://github.com/autonomousvision/sdfstudio/assets/125524043/9e06af78-cfdd-498f-88ad-ff9755ff9194) i trained with ns-train neus --pipeline.datamanager.train-num-rays-per-batch 2048 --pipeline.model.sdf-field.inside-outside False\ --pipeline.model.sdf-field.hidden-dim 256 --pipeline.model.sdf-field.num-layers 2 \ --pipeline.model.sdf-field.num-layers-color 2 --pipeline.model.sdf-field.use-grid-feature False\ --pipeline.model.sdf-field.bias 0.3 --pipeline.model.sdf-field.beta-init 0.3 --pipeline.model.background-model mlp \ --pipeline.model.sdf-field.use-appearance-embedding True\ --trainer.steps-per-eval-image...

## Describe the bug I used DTU images(1600,1200) to build sdfstudio(meta_data.json) from colmap, tested neus-facto, and got a poor results. ## Here is my process: **1. I ran the _colmap(hloc)_...

I used volsdf for training. Here is my parameter setting: The parameters are consistent with the recommendations, but with one modification --pipeline.model.sdf-field.bias 0.3 Below is my mesh: ![image](https://github.com/autonomousvision/sdfstudio/assets/41555798/c2a43fdc-cd00-4529-b1b2-009d9ddbcfac) The situation...