search

kcheng1021 / GaussianPro

[ICML2024] Official code for GaussianPro: 3D Gaussian Splatting with Progressive Propagation
https://kcheng1021.github.io/gaussianpro.github.io/
MIT License
551 stars 36 forks source link

Run error on my own dataset #54

Open sonnefred opened 2 weeks ago

sonnefred commented 2 weeks ago

Hi, when I run the model on my own dataset, the following error occurs, and this is a random error during the training process. I checked the resolution of training images and they are the same. Could you give any help? Thanks. 图片

kcheng1021 commented 1 week ago

Hi, could you print the shape of normal?

sonnefred commented 1 week ago

Hi, could you print the shape of normal?

Hi, I have printed the shape of normals, but sometimes the error occurs in another place, like this. 图片

sonnefred commented 1 week ago

I also encountered this error. It seems there is something wrong with tensor shapes ... Do you have any idea what may cause this? Thanks. 图片

sonnefred commented 1 week ago

I print tensor shapes here: 图片 And got error like this, and the shape of depth_src suddenly changes. Do you know what the reason is? 图片

kcheng1021 commented 6 days ago

Sorry for the late reply. Do you ensure that your images in your dataset are in the same size?

sonnefred commented 6 days ago

Sorry for the late reply. Do you ensure that your images in your dataset are in the same size?

Yes, I have checked that. The problem is that for the same scene data, the training can be finished after many attempts with the abovementioned error occurring, so maybe it's not related to the images resolution.

kcheng1021 commented 6 days ago

I haven't encounter the error. Maybe you could upload your data for me to reproduce the error. Anyone else meet the same error is also welcome to discuss in this issue.

sonnefred commented 2 days ago

I haven't encounter the error. Maybe you could upload your data for me to reproduce the error. Anyone else meet the same error is also welcome to discuss in this issue.

Hi, in previous issues I also see other people encountered the same error. I will do some experiments on Waymo and see whether the error exists. Thanks.