TY  - JOUR
TI  - Nerfstudio: A Modular Framework for Neural Radiance Field Development
AU  - Tancik, M.
AU  - Weber, E.
AU  - Ng, E.
AU  - Li, R.
AU  - Yi, B.
AU  - Kerr, J.
AU  - Wang, T.
AU  - Kristoffersen, A.
AU  - Austin, J.
AU  - Salahi, K.
AU  - Ahuja, A.
AU  - McAllister, D.
AU  - Kanazawa, A.
PY  - 2023
DA  - 2023/02//
JO  - ACM SIGGRAPH 2023 Conference Proceedings
AB  - Tancik et al. (2023) present Nerfstudio, a modular Python framework that standardises and simplifies the training, evaluation, and export of neural radiance field models. By abstracting the pipeline into interchangeable components, the framework reduced the barrier to entry for both research and production use. Named production use at Industrial Light and Magic and a Hollywood Professional Association Engineering Excellence Award confirm that Nerfstudio crossed from research tool to production credit within the window, making it a distinct and important entry alongside the underlying Instant-NGP method.
KW  - generative-ai
KW  - 3d-generation
KW  - vfx-production
KW  - production-practice
UR  - https://arxiv.org/abs/2302.04264
LA  - en
ER  -