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[CVPR 2023] DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models

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I would like to know if I want to make changes to the network structure of your code, such as adding or removing MLPS, adding branches. At the same time,...

i download pretrained diffusion model you provided,but when i train,it got error: ![Uploading error.png…]() ``` File "/data/xielangren/project/Aleth-NeRF/src/model/llnerf/model.py", line 81, in setup patch_diffusion_model = load_patch_diffusion_model(Path(self.patch_regulariser_path)) File "/data/xielangren/project/Aleth-NeRF/src/model/llnerf/learned_regularisation/patch_regulariser.py", line 138, in load_patch_diffusion_model...

LLFF_DEFAULT_PSEUDO_INTRINSICS = Intrinsics( fx=700., fy=700., cx=512., cy=384., width=1024, height=768, ) How did you get this variable? Is it the average of the data for each scene in the dataset?

#!/bin/bash mkdir ./runs/ python -m main_nerf /data3/liuyu/nerf_llff_data/flower/\ --mode blender \ --upsample_steps 128 \ --num_rays 1024 \ --max_ray_batch 1024 \ --mode llff \ --downsample_val 8 \ --reg_ramp_start_step 3000 \ --reg_ramp_finish_step 8000...

I found that the mesh extracted by NGP cannot align with the GT of the DTU dataset, it doesn't work even after using Monosdf's culling. I would like to know...

Sorry but I am new to this field. I read your paper and was really impressed. I wanted to use it on my own data. How can I create transform.json...

### Description This pull request updates the project's C++ standard from C++14 to C++17 to ensure compatibility with PyTorch 2.1.0, which now requires C++17 as a minimum. It also fixes...

I have cloned diffusionerf and tried to execute `conda env create -f environment.yml` Commented out the line `- git+https://github.com/NVlabs/tiny-cuda-nn/#subdirectory=bindings/torch` from environment.yml file, and tried creating the environment, it worked. Tried...

Hi Thanks for your excellent work. I am very interested in Fig. 6. Which method you used to reconstruct the geometry? If you can provide a GitHub repo, I would...

Hi there, Thanks for your excellent work. I notice that the equation 6 $w_k$ maybe you want to express as $w_j$ right? ![image](https://github.com/nianticlabs/diffusionerf/assets/39319252/176d0c9e-fd03-4805-b859-ec7f7aed549e)