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Neural Scene Flow Fields using pytorch-lightning, with potential improvements

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Hello, I have been trying to train a model on Jumping sequence using your code but I have this cuda kernel error: ``` python train.py --dataset_name monocular --root_dir $ROOT_DIR --img_wh...

If I'd like to make a 360° capture of my dog, which wouldn't stay quiet during capture. Could this help me to get a Radiance Field I can later export...

To reproduce, pick a large batch_size and run with hard_sampling. Eventually it will throw `RuntimeError: CUDA out of memory`

I am not very clear about one point, and I really need your help. What's the differences between the mean of '_static_weights' and 'static_weights', take it a step further, why...

In test.ipynb, three keys of the results dict is not right. I found out the right ones and fixed them.

Hello @kwea123 I'm wondering why my reproduction is so bad, can you help explain it? ![kid_reconstruction](https://user-images.githubusercontent.com/107452659/190074969-c02100f7-7dbc-4ac3-8599-8187b90e2b6f.gif) ![2022-09-14 14-11-49 的屏幕截图](https://user-images.githubusercontent.com/107452659/190075031-086c94f1-69a0-4c7b-b3ff-2bbfa162162f.png)

I changed the default parameters num_gpus-->8\num_nodes-->8, and keep other default parameters unchanged, then run the train.py with 8_v100, but it always stuck on the device initialization and can't go on...

Hello author, thank you very much for such a good job. I have a request to ask you. One of my papers was reworked, and a reviewer asked me to...

![hands_reconstruction](https://github.com/kwea123/nsff_pl/assets/56157591/9c670236-3057-4a21-94fc-060cdf17cfbd) 训练时psnr达到30,照理来说应该是成功了。但evaluate出来很奇怪,这个gif是训练视角

Nice work! In the part of the motion mask in the readme, you mentioned that flow-base masks are too noisy. I also have the same feeling when using the code...