{"id":13788456,"url":"https://github.com/matlab-deep-learning/nerf","last_synced_at":"2026-02-25T03:40:07.728Z","repository":{"id":216205727,"uuid":"740328113","full_name":"matlab-deep-learning/nerf","owner":"matlab-deep-learning","description":"NeRF - Neural Radiance Fileds in MATLAB","archived":false,"fork":false,"pushed_at":"2024-01-17T01:55:31.000Z","size":79498,"stargazers_count":10,"open_issues_count":0,"forks_count":2,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-07-28T12:43:25.582Z","etag":null,"topics":["3d-reconstruction","matlab","nerf"],"latest_commit_sha":null,"homepage":"","language":"MATLAB","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/matlab-deep-learning.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"license.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-01-08T05:48:00.000Z","updated_at":"2024-11-13T18:40:43.000Z","dependencies_parsed_at":"2024-01-17T04:10:03.014Z","dependency_job_id":null,"html_url":"https://github.com/matlab-deep-learning/nerf","commit_stats":null,"previous_names":["matlab-deep-learning/nerf"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/matlab-deep-learning/nerf","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/matlab-deep-learning%2Fnerf","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/matlab-deep-learning%2Fnerf/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/matlab-deep-learning%2Fnerf/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/matlab-deep-learning%2Fnerf/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/matlab-deep-learning","download_url":"https://codeload.github.com/matlab-deep-learning/nerf/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/matlab-deep-learning%2Fnerf/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29809951,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-25T03:30:18.102Z","status":"ssl_error","status_checked_at":"2026-02-25T03:30:17.799Z","response_time":61,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["3d-reconstruction","matlab","nerf"],"created_at":"2024-08-03T21:00:46.963Z","updated_at":"2026-02-25T03:40:07.685Z","avatar_url":"https://github.com/matlab-deep-learning.png","language":"MATLAB","funding_links":[],"categories":["3D Reconstruction \u003ca name=\"3DReconstruction\"/\u003e"],"sub_categories":["Robotics"],"readme":"# NeRF - Neural Radiance Fields\n\n[![View NeRF - Neural Radiance Fields on File Exchange](https://www.mathworks.com/matlabcentral/images/matlab-file-exchange.svg)](https://jp.mathworks.com/matlabcentral/fileexchange/157366-nerf-neural-radiance-fields)\n[![Open in MATLAB Online](https://www.mathworks.com/images/responsive/global/open-in-matlab-online.svg)](https://matlab.mathworks.com/open/github/v1?repo=matlab-deep-learning/nerf\u0026project=nerf.prj\u0026file=src/NeRF_Tutorial.mlx)\n\nMATLAB\u0026reg; implementation of optimizing a neural representation for a single scene called [NeRF](https://www.matthewtancik.com/nerf) and rendering new views.\n\n![Novel view synthesis result](results/test_x_pipe_720x1280.jpg)\n\n## Quick demo  \n\n1. Open `nerf.prj` on MATLAB.\n2. Run `NeRF_Tutorial.mlx` to learn how a NeRF pretrained model works.\n\n   ```matlab\n   \u003e\u003e edit NeRF_Tutorial.mlx\n   ```\n\n## Training  \n\n1. Open `nerf.prj` on MATLAB.\n2. Run `NeRF_CameraPoseEstimationUsingAprilTag.mlx` to perform camera calibration and pose estimation.\n\n   ```matlab\n   \u003e\u003e edit NeRF_CameraPoseEstimationUsingAprilTag.mlx\n   ```\n\n3. Run `NeRF_Training_Example.mlx` to train neural radiance field.\n\n   ```matlab\n   \u003e\u003e edit edit NeRF_Training_Example.mlx\n   ```\n\n### [MathWorks\u0026reg; Products](https://www.mathworks.com)\n\nRequires MATLAB release R2023a or newer\n\n- [MATLAB](https://www.mathworks.com/products/matlab.html)\n- [Deep Learning Toolbox\u0026trade;](https://www.mathworks.com/products/deep-learning.html)\n- [Image Processing Toolbox\u0026trade;](https://www.mathworks.com/products/image.html)\n- [Computer Vision Toolbox\u0026trade;](https://www.mathworks.com/products/computer-vision.html)\n- [Lidar Toolbox\u0026trade;](https://www.mathworks.com/products/lidar.html)\n- [Parallel Computing Toolbox\u0026trade;](https://www.mathworks.com/products/parallel-computing.html)\n- [Simulink\u0026reg; 3D Animation\u0026trade;](https://www.mathworks.com/products/3d-animation.html)\n- [Robotics System Toolbox\u0026trade;](https://www.mathworks.com/products/robotics.html) (Optional)\n\n## License\n\nThe license is available in the [License.txt](license.txt) file in this GitHub repository.\n\n## Community Support\n\n[MATLAB Central](https://www.mathworks.com/matlabcentral)\n\nCopyright 2023 The MathWorks, Inc.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmatlab-deep-learning%2Fnerf","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmatlab-deep-learning%2Fnerf","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmatlab-deep-learning%2Fnerf/lists"}