PyTorch-based Neural Radiance Fields adapted to satellite domain. This is one of the downstream applications of the SatelliteSfM package.
# training
python run_nerf.py --config configs/JAX_167.txt
# testing
python nerf_render_image.py --config configs/JAX_167.txt
# extracting mesh
python nerf_extract_mesh.py --config configs/JAX_167.txt
[Unofficial code-base] NeRF--: Neural Radiance Fields Without Known Camera Parameters [ Project | Paper | Official code base ] ⬅️ Thanks the original
This repository contains the code release for Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields. This implementation is written in JAX, and is a fork of Google's JaxNeRF implementation. Contact Jon Barron if you encounter any issues.
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Hi, thanks for your code. Can you release the script for converting satellitesfm result data to satellitenerf data? I do not have found the script in satellitesfm.
Hello,
i have trained a model successfully and now wanted to try to extract the mesh from the model using the provided nerf_extract_mesh.pyscript.
Unfortunately they are multiple errors when trying to run this script.
The biggest one is that the function embed_inputs(pts_batch, viewdirs, models) is missing. The function is used in the following:
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![[ICCV21] Self-Calibrating Neural Radiance Fields](https://github.com/POSTECH-CVLab/SCNeRF/raw/master/assets/scnerf_teaser.png)
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![[ICCV 2021 Oral] NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo](https://github.com/weiyithu/NerfingMVS/raw/main/imgs/demo.gif)
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def batch_eval_pts(pts_batch, models,
chunk_size, run_net_fine=True):
viewdirs = torch.zeros_like(pts_batch)
pts = embed_input(pts_batch, viewdirs, models)
...
I have found no other method named like this in the project, so i am not sure if it's an importing issue or the actual method is not provided.
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NeRF-pytorch NeRF (Neural Radiance Fields) is a method that achieves state-of-the-art results for synthesizing novel views of complex scenes. Here are
nerf-pytorch A PyTorch re-implementation Project | Video | Paper NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis Ben Mildenhall
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This project is a PyTorch implementation of Neural Radiance Fields (NeRF) for reproduction of results whilst running at a faster speed.
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NeRF--: Neural Radiance Fields Without Known Camera Parameters Project Page | Arxiv | Colab Notebook | Data Zirui Wang¹, Shangzhe Wu², Weidi Xie², Min
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