Q:How to mask away NeRF training pixels (e.g. for dynamic object removal)? A:For any training imagexyz.*with dynamic objects, you can provide adynamic_mask_xyz.pngin the same folder. This file must be in PNG format, wherenon-zeropixel values indicate masked-away regions. ...
As soon as they walked into one of many rooms in Nico Santucci's estate, Franc knew it needed to be a NeRF. Playing with the dynamic range and reflections in the pond, it presented them with an unknown exploration. They were both really pleased with the softness of the light and how ...
sideview'back_prompt:',backview'update_extra_interval:16guidance_scale:100export_video:Falseiters:${trainer.max_steps}latent_iter_ratio:0.0albedo_iter_ratio:0min_ambient_ratio:0.1textureless_ratio:0.2data:train_dataset:width:512# (4)height:512# (4)val_dataset:width:800height:800test_dataset:...
Sounds like this new "Instant NeRF" is a performance refinement of the algorithm. The January article said the training and rendering could be done in under 5 seconds. This new article says the training can be done in a few minutes (I assume it's a mor...
As detailed in EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision, we evaluated the performance of EmerNeRF by curating a dataset of 120 unique scenarios, divided into 32 static, 32 dynamic, and 56 diverse scenes across challenging conditions such as high-speed and low-li...
Update build_dataset.py by @stevehuang52 :: PR: #9467 bionemo: bn2/add pipelineparallel dtype by @skothenhill-nv :: PR: #9475 [NeMo-UX] Integrate experiment manager features with NeMo-UX APIs by @ashors1 :: PR: #9460 Add python_requires by @galv :: PR: #9431 [NeMo-UX] Fixin...
Applications include integrated antenna performance on large vehicles and buildings, antenna-to-antenna proximity coupling effects, radar cross section (RCS) modeling for large target radar signature (monostatic and bistatic), and indoor/outdoor wireless channel modeling in dynamic, bespoke environments...
Unify dataset and model classes for all PEFT (p-tuning, adapters, IA3) with SFT model class as parent for GPT Converter from Interleaved PP to non-Interleaved PP Dialog dataset guidance for SFT to help create better chat models Support Dynamic Sequence Length Batches with GPT SFT Data parallel...
EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision arXiv We present EmerNeRF, a simple yet powerful approach for learning spatial-temporal representations of dynamic driving scenes. Grounded … Jiawei Yang, Boris Ivanovic, Or Litany, Xinshuo Weng, Seung Wook Kim, Boyi Li...
(#7442) Signed-off-by: Samuele Cornell <cornellsamuele@gmail.com> Signed-off-by: Sasha Meister <sasha.meister.work@gmail.com> * Add rope dynamic linear scaling (#7437) * Add dynamic linear scaling Signed-off-by: Cheng-Ping Hsieh <chsieh@nvidia.com> * [pre-commit.ci] auto fixes from...