Unnoficial Implementation for GNT (Generalizable NeRF Transformer | Varma et al) on NeRFStudio
Project description
nerfstudio-gnt
Unofficial GNT (Generalizable NeRF Transformer) integration for Nerfstudio.
Install
uv pip install -e .
Verify method registration
ns-train --help | grep -i gnt
Dataset format
This integration uses Nerfstudio's native VanillaDataManager with NerfstudioDataParserConfig.
Point the dataparser to a scene root containing transforms.json.
Configure GNT
Use the gnt method and set datamanager options from CLI:
ns-train gnt --pipeline.datamanager.data-root /path/to/datasets
ns-train gnt \
--output-dir /path/to/outputs \
--vis tensorboard \
--pipeline.datamanager.dataparser.data /path/to/scene_root
Smoke check
python test.py /path/to/scene_root/transforms.json
This runs one train step through GNTPipeline.get_train_loss_dict and checks source-view tensor shapes.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file nerfstudio_gnt-0.0.10.tar.gz.
File metadata
- Download URL: nerfstudio_gnt-0.0.10.tar.gz
- Upload date:
- Size: 57.6 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.11.11 {"installer":{"name":"uv","version":"0.11.11","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Arch Linux","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d905dc072fc44ec6b71bf0866195ed6f3db4d24ac6a68a7e7dc656ae334b2b23
|
|
| MD5 |
e14ef0e91c7b15d1e84be3760dfb0b34
|
|
| BLAKE2b-256 |
0b93b59b0174a6b150ff38fe4bde9489aafe5207f6c7bf342435e7972bfa78ec
|
File details
Details for the file nerfstudio_gnt-0.0.10-py3-none-any.whl.
File metadata
- Download URL: nerfstudio_gnt-0.0.10-py3-none-any.whl
- Upload date:
- Size: 80.7 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.11.11 {"installer":{"name":"uv","version":"0.11.11","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Arch Linux","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
372d7dbaccb67430039f107a57acdeddaf54b3f91bad848f6e3a502ecdd8810e
|
|
| MD5 |
c259c9af53040132613d1bccd127968b
|
|
| BLAKE2b-256 |
404a6515442951928226207a2afb6c53de1aa9f675be1baa6c93c8b86967b761
|
