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 root (data_root)
Upstream GNT loaders expect paths like:
.../data/real_iconic_noface(llff).../data/nerf_synthetic.../data/google_scanned_objects
In this integration, data_root should point to either:
- The parent directory of
data/(recommended), or - The
data/directory itself.
The datamanager normalizes data_root to the GNT rootdir convention and validates expected dataset folders before training.
Configure GNT
Use the gnt method and set datamanager options from CLI:
ns-train gnt --pipeline.datamanager.data-root /path/to/datasets
For generic Nerfstudio scenes (images/ + transforms.json), use:
ns-train gnt \
--output-dir /path/to/outputs \
--vis tensorboard \
--pipeline.datamanager.train-dataset nerfstudio \
--pipeline.datamanager.eval-dataset nerfstudio \
--pipeline.datamanager.data-root /path/to/scene_root
Smoke check
python test.py
This validates that the exported method specification can be imported and resolved.
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-0.0.6.tar.gz.
File metadata
- Download URL: nerfstudio_gnt-0.0.6.tar.gz
- Upload date:
- Size: 61.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.11.10 {"installer":{"name":"uv","version":"0.11.10","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 |
2c12d28f5342eba7db4661303a61f9b1866844062ec053ee9deabbcec7a9d2ba
|
|
| MD5 |
05a92aa94985b73c196f5f734e2f3a4f
|
|
| BLAKE2b-256 |
81479818bc00caa0517e29f2857efb8fb23202d8b84a3cc199e568ae1c4b77d3
|
File details
Details for the file nerfstudio_gnt-0.0.6-py3-none-any.whl.
File metadata
- Download URL: nerfstudio_gnt-0.0.6-py3-none-any.whl
- Upload date:
- Size: 85.3 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.11.10 {"installer":{"name":"uv","version":"0.11.10","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 |
1ee3b0fda917a661863de3669b902b8482caeb194d22bc4625012d9cd2d2ac1d
|
|
| MD5 |
31775d51d762fecfe604991209040275
|
|
| BLAKE2b-256 |
085854e4954fc13f37838fdce9a8466e594e20c7d350b2d9b67e2f8c601e8ca2
|
