Highlights

• No longer using webrtc, many existing viewer connection issues should now be resolved
• Support for 360 cameras (equirectangular video)
• Add patch sampling
• Add Triplanes
• Bug fixes

What's Changed

• Patch Sampling by @akristoffersen in https://github.com/nerfstudio-project/nerfstudio/pull/1458
• Support multiple versions of stable diffusion by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1461
• Equirectangular input by @THE-COB in https://github.com/nerfstudio-project/nerfstudio/pull/1446
• Uniform Sampler in Nerfacto by @iSach in https://github.com/nerfstudio-project/nerfstudio/pull/1464
• Add Windows installation tips to quickstart. by @DreekFire in https://github.com/nerfstudio-project/nerfstudio/pull/1427
• Refactor schedulers by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1466
• Update exponential scheduler by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1468
• Fix eval dataloader to use eval ray generator by @ethanweber in https://github.com/nerfstudio-project/nerfstudio/pull/1473
• Enable viewer with eval by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1474
• [Update] Add hloc to Dockerfile, bump version of docker image in dev-container, improve docs by @Zunhammer in https://github.com/nerfstudio-project/nerfstudio/pull/1478
• Fix datamanager by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1481
• Triplanes by @jake-austin in https://github.com/nerfstudio-project/nerfstudio/pull/1456
• Datamanager eval fix by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1482
• semantic_nerfw_configurability by @nikmo33 in https://github.com/nerfstudio-project/nerfstudio/pull/1467
• Fix relative argument by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1487
• Add extensions tab by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1488
• Rename train_split_percentage with train_split_fraction by @97littleleaf11 in https://github.com/nerfstudio-project/nerfstudio/pull/1497
• bump nerfacc to 0.3.5 by @liruilong940607 in https://github.com/nerfstudio-project/nerfstudio/pull/1492
• chore: delete setup.cfg by @SauravMaheshkar in https://github.com/nerfstudio-project/nerfstudio/pull/1495
• ns-process-data: fix image renaming for the --skip-colmap case by @jkulhanek in https://github.com/nerfstudio-project/nerfstudio/pull/1459
• Call load_state_dict on model classes by @jkulhanek in https://github.com/nerfstudio-project/nerfstudio/pull/1499
• Fixes bug introduced in #1499 preventing load_from_checkpoint to work correctly by @jkulhanek in https://github.com/nerfstudio-project/nerfstudio/pull/1501
• feat(docker): Add opencontainers image-spec to Dockerfile by @SauravMaheshkar in https://github.com/nerfstudio-project/nerfstudio/pull/1502
• fixes for nerf synthetic dataset by @liruilong940607 in https://github.com/nerfstudio-project/nerfstudio/pull/1507
• Rename friends dataset to sitcoms3d by @97littleleaf11 in https://github.com/nerfstudio-project/nerfstudio/pull/1503
• Volinga model and NVOL documentation by @Frivas97 in https://github.com/nerfstudio-project/nerfstudio/pull/1486
• Update ffmpeg comment by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1505
• Fix logic when using filename datasets by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1510
• feat(engine): improve type hints by @SauravMaheshkar in https://github.com/nerfstudio-project/nerfstudio/pull/1509
• Colab tinycudann drive link updated. by @akristoffersen in https://github.com/nerfstudio-project/nerfstudio/pull/1512
• SFM: sfm-based depth, some breadcrumbs for pycolmap by @pwais in https://github.com/nerfstudio-project/nerfstudio/pull/1457
• Check that video path is correct by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1513
• Extending ns-render to support loop rendering using interpolated cameras by @ponimatkin in https://github.com/nerfstudio-project/nerfstudio/pull/1508
• Add support for more colmap camera models in ns-process-data by @jkulhanek in https://github.com/nerfstudio-project/nerfstudio/pull/1500
• feat: improve type hints by @SauravMaheshkar in https://github.com/nerfstudio-project/nerfstudio/pull/1515
• Dataparsers for ScanNet and ARKitScenes by @ponimatkin in https://github.com/nerfstudio-project/nerfstudio/pull/1514
• Add weight-decay option to RAdam optimizer by @jkulhanek in https://github.com/nerfstudio-project/nerfstudio/pull/1525
• Bug fix for SHRenderer() by @KokeCacao in https://github.com/nerfstudio-project/nerfstudio/pull/1526
• feat(fields): Improve Type Hints by @SauravMaheshkar in https://github.com/nerfstudio-project/nerfstudio/pull/1524
• Fix pose centering flag for ARKitScenes dataparser by @ponimatkin in https://github.com/nerfstudio-project/nerfstudio/pull/1528
• Fixing data processing script when depth is not used by @ponimatkin in https://github.com/nerfstudio-project/nerfstudio/pull/1527
• Remove dataparser dependency by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1529
• Adding conversion to torch.float32 in get_interpolated_poses_many. by @ponimatkin in https://github.com/nerfstudio-project/nerfstudio/pull/1532
• Fix crash when having no eval dataset and not using the viewer by @iSach in https://github.com/nerfstudio-project/nerfstudio/pull/1537
• Update nerf.md by @misza222 in https://github.com/nerfstudio-project/nerfstudio/pull/1546
• Fix camera transformations in ARKitScenes and ScanNet by @ponimatkin in https://github.com/nerfstudio-project/nerfstudio/pull/1544
• Speed up point cloud export by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1547
• Update datamager docs by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1548
• Avoid loading entire dataset on GPU by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1551
• Instant ngp args by @ponimatkin in https://github.com/nerfstudio-project/nerfstudio/pull/1549
• Added video cropping for equirectangular and made it independent of mask in normal videos by @THE-COB in https://github.com/nerfstudio-project/nerfstudio/pull/1542
• Fix typo in docs Nerfology/Model components/Ray samplers by @loicmagne in https://github.com/nerfstudio-project/nerfstudio/pull/1553
• Fix minor scannet bug. by @ponimatkin in https://github.com/nerfstudio-project/nerfstudio/pull/1555
• Added documentation for equirectangular input by @THE-COB in https://github.com/nerfstudio-project/nerfstudio/pull/1561
• Correct instructions for Docker build by @JRombouts in https://github.com/nerfstudio-project/nerfstudio/pull/1557
• Fixed percent crop typo by @THE-COB in https://github.com/nerfstudio-project/nerfstudio/pull/1573
• MinimalDataParser add options, allow Nerfstudio data format to specify test indices by @jkulhanek in https://github.com/nerfstudio-project/nerfstudio/pull/1541
• Changed percent-crop to crop-factor so it's less confusing by @THE-COB in https://github.com/nerfstudio-project/nerfstudio/pull/1575
• Replace default colormap option with turbo for single-channel output by @DreekFire in https://github.com/nerfstudio-project/nerfstudio/pull/1568
• Remove regex for export path by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1577
• Patch Sampling bug fix by @akristoffersen in https://github.com/nerfstudio-project/nerfstudio/pull/1578
• scripts/exporter.py: export PLY compatible with PCL by @f-dy in https://github.com/nerfstudio-project/nerfstudio/pull/1572
• Revert "MinimalDataParser add options, allow Nerfstudio data format to specify test indices" by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1583
• camera_utils: add "vertical" orientation and "focus" center methods by @f-dy in https://github.com/nerfstudio-project/nerfstudio/pull/1543
• Remove webrtc by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1579
• v0.1.19 by @tancik in https://github.com/nerfstudio-project/nerfstudio/pull/1585

New Contributors

• @97littleleaf11 made their first contribution in https://github.com/nerfstudio-project/nerfstudio/pull/1497
• @SauravMaheshkar made their first contribution in https://github.com/nerfstudio-project/nerfstudio/pull/1495
• @Frivas97 made their first contribution in https://github.com/nerfstudio-project/nerfstudio/pull/1486
• @pwais made their first contribution in https://github.com/nerfstudio-project/nerfstudio/pull/1457
• @ponimatkin made their first contribution in https://github.com/nerfstudio-project/nerfstudio/pull/1508
• @KokeCacao made their first contribution in https://github.com/nerfstudio-project/nerfstudio/pull/1526
• @misza222 made their first contribution in https://github.com/nerfstudio-project/nerfstudio/pull/1546
• @loicmagne made their first contribution in https://github.com/nerfstudio-project/nerfstudio/pull/1553
• @JRombouts made their first contribution in https://github.com/nerfstudio-project/nerfstudio/pull/1557
• @f-dy made their first contribution in https://github.com/nerfstudio-project/nerfstudio/pull/1572

Full Changelog: https://github.com/nerfstudio-project/nerfstudio/compare/v0.1.18...v0.1.19