{"id":20599647,"url":"https://github.com/adamdad/threestudio-lrm","last_synced_at":"2025-04-15T00:37:55.746Z","repository":{"id":214212406,"uuid":"735974575","full_name":"Adamdad/threestudio-lrm","owner":"Adamdad","description":null,"archived":false,"fork":false,"pushed_at":"2023-12-27T02:12:25.000Z","size":5,"stargazers_count":8,"open_issues_count":0,"forks_count":3,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-04-15T00:37:50.105Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Adamdad.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-12-26T16:10:04.000Z","updated_at":"2024-01-31T11:38:03.000Z","dependencies_parsed_at":null,"dependency_job_id":"b8d647e2-0a54-4154-844b-d4b4c75e5e05","html_url":"https://github.com/Adamdad/threestudio-lrm","commit_stats":null,"previous_names":["adamdad/threestudio-lrm"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Adamdad%2Fthreestudio-lrm","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Adamdad%2Fthreestudio-lrm/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Adamdad%2Fthreestudio-lrm/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Adamdad%2Fthreestudio-lrm/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Adamdad","download_url":"https://codeload.github.com/Adamdad/threestudio-lrm/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248986270,"owners_count":21194024,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":[],"created_at":"2024-11-16T08:33:39.239Z","updated_at":"2025-04-15T00:37:55.741Z","avatar_url":"https://github.com/Adamdad.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# threestudio-lrm\nThe threestudio-lrm is an extension for threestudio, integrating the Large Reconstruction Model (LRM) for advanced 3D reconstruction tasks. This model is based on the framework detailed at [https://yiconghong.me/LRM/](https://yiconghong.me/LRM/). We have adapted the open-source implementation from [OpenLRM](https://github.com/3DTopia/OpenLRM). Currently, it is only used for initialization of Gaussian Splatting.\n\n## Installation\n```\ncd custom\ngit clone https://github.com/Adamdad/threestudio-lrm\n\n# install openLRM\ncd threestudio-lrm\ngit clone https://github.com/3DTopia/OpenLRM.git\ncd OpenLRM\npip install -r requirements.txt\n```\n\n## Examples\nPlease see [threestudio-3dgs](https://github.com/DSaurus/threestudio-3dgs#load-from-ply) for more details.\n\n## Supported Modes\n\nThe threestudio-lrm currently supports two modes:\n\n1. **Text-to-Image Mode (`text2image`):**\n   - Generates a single image from a text prompt using SDXL.\n   - Transforms the image into a triplanar representation, then to a mesh, and finally to a point cloud using LRM.\n   - Initialize the 3DGS\n\n2. **Image-to-Image Mode (`image2image`):**\n   - Directly loads a single-view image.\n   - Generates a point cloud from this image.\n   - Initialize the 3DGS\n\n\n## Citation\nIf you use threestudio-lrm in your research, please cite the following paper:\n```\n@article{hong2023lrm,\n  title={Lrm: Large reconstruction model for single image to 3d},\n  author={Hong, Yicong and Zhang, Kai and Gu, Jiuxiang and Bi, Sai and Zhou, Yang and Liu, Difan and Liu, Feng and Sunkavalli, Kalyan and Bui, Trung and Tan, Hao},\n  journal={arXiv preprint arXiv:2311.04400},\n  year={2023}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadamdad%2Fthreestudio-lrm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fadamdad%2Fthreestudio-lrm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadamdad%2Fthreestudio-lrm/lists"}