Using own data?

[antithing]

Hi, and thank you for making this code available! What would the pipeline look like to train on my own dataset?

What is required, what are the pre-processing steps?

Thanks!

[junjxiao]

we have provided code for THuman2.0 data preparation in "prepare data" folder, please run

python prepare_data/render_data.py
python prepare_data/rasterize_thu.py

Also, you should change function smpl2world and world2smpl in network1.py and network2.py to ensure transforming smpl to canonical space.

[junjxiao]

If you want to use other datasets, please prepare SMPL vertices, SMPL parameter and SMPL depth. Note, you should change smpl2world and world2smpl functions correctly according to SMPL parameters.

[liwenssss]

we have provided code for THuman2.0 data preparation in "prepare data" folder, please run

python prepare_data/render_data.py
python prepare_data/rasterize_thu.py

Also, you should change function smpl2world and world2smpl in network1.py and network2.py to ensure transforming smpl to canonical space.

Hi, Did you conduct the test on THuman2.0 using the data provided by GPS-Gaussian? In other words, can experiments be conducted using the data provided by GPS-Gaussian?

[junjxiao]

The code can be conducted using THuman2.0, but you need to prepare dataset using provided code in prepare_data to save adjusted SMPL parameters and render depth maps.

…

---- Replied Message ---- | From | ***@***.***> | | Date | 05/28/2025 16:12 | | To | iSEE-Laboratory/RoGSplat ***@***.***> | | Cc | junjxiao ***@***.***>, Comment ***@***.***> | | Subject | Re: [iSEE-Laboratory/RoGSplat] Using own data? (Issue #1) | liwenssss left a comment (iSEE-Laboratory/RoGSplat#1) we have provided code for THuman2.0 data preparation in "prepare data" folder, please run python prepare_data/render_data.py python prepare_data/rasterize_thu.py Also, you should change function smpl2world and world2smpl in network1.py and network2.py to ensure transforming smpl to canonical space. Hi, Did you conduct the test on THuman2.0 using the data provided by GPS-Gaussian? In other words, can experiments be conducted using the data provided by GPS-Gaussian? — Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you commented.Message ID: ***@***.***>