{"id":18614480,"url":"https://github.com/Kai-46/ARF-svox2","last_synced_at":"2025-04-11T00:30:48.667Z","repository":{"id":36988986,"uuid":"503108500","full_name":"Kai-46/ARF-svox2","owner":"Kai-46","description":"Artistic Radiance Fields","archived":false,"fork":false,"pushed_at":"2022-07-22T12:31:40.000Z","size":7319,"stargazers_count":524,"open_issues_count":12,"forks_count":40,"subscribers_count":19,"default_branch":"master","last_synced_at":"2024-11-07T03:31:42.492Z","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":"bsd-2-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Kai-46.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2022-06-13T20:41:20.000Z","updated_at":"2024-11-05T12:15:38.000Z","dependencies_parsed_at":"2022-07-13T18:21:04.861Z","dependency_job_id":null,"html_url":"https://github.com/Kai-46/ARF-svox2","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kai-46%2FARF-svox2","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kai-46%2FARF-svox2/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kai-46%2FARF-svox2/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kai-46%2FARF-svox2/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Kai-46","download_url":"https://codeload.github.com/Kai-46/ARF-svox2/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248322220,"owners_count":21084333,"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":"2024-11-07T03:25:57.546Z","updated_at":"2025-04-11T00:30:45.605Z","avatar_url":"https://github.com/Kai-46.png","language":"Python","funding_links":[],"categories":["Papers"],"sub_categories":["NeRF Related Tasks"],"readme":"# ARF: Artistic Radiance Fields\n\nProject page: \u003chttps://www.cs.cornell.edu/projects/arf/\u003e\n\n![](./resources/ARF.mov)\n\n\nCitation:\n```\n@misc{zhang2022arf,\n      title={ARF: Artistic Radiance Fields}, \n      author={Kai Zhang and Nick Kolkin and Sai Bi and Fujun Luan and Zexiang Xu and Eli Shechtman and Noah Snavely},\n      year={2022},\n      booktitle={ECCV},\n}\n```\n\n## Quick start\n\n### Install environment\n```bash\n. ./create_env.sh\n```\n### Download data\n```bash\n. ./download_data.sh\n```\n### Optimize artistic radiance fields\n```bash\ncd opt \u0026\u0026 . ./try_{llff/tnt/custom}.sh [scene_name] [style_id]\n```\n* Select ```{llff/tnt/custom}``` according to your data type. For example, use ```llff``` for ```flower``` scene, ```tnt``` for ```Playground``` scene, and ```custom``` for ```lego``` scene. \n* ```[style_id].jpg``` is the style image inside ```./data/styles```. For example, ```14.jpg``` is the starry night painting.\n* Note that a photorealistic radiance field will first be reconstructed for each scene, if it doesn't exist on disk. This will take extra time.\n\n### Check results\nThe optimized artistic radiance field is inside ```opt/ckpt_arf/[scene_name]_[style_id]```, while the photorealistic one is inside ```opt/ckpt_svox2/[scene_name]```.\n\n### Custom data\nPlease follow the steps on [Plenoxel](https://github.com/sxyu/svox2)  to prepare your own custom data.\n\n## ARF with other NeRF variants\n* [ARF-TensoRF](): to be released; stay tuned.\n* [ARF-NeRF](): to be released; stay tuned.\n\n## Acknowledgement:\nWe would like to thank [Plenoxel](https://github.com/sxyu/svox2) authors for open-sourcing their implementations.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FKai-46%2FARF-svox2","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FKai-46%2FARF-svox2","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FKai-46%2FARF-svox2/lists"}