{"id":18614331,"url":"https://github.com/yilundu/nerflow","last_synced_at":"2025-04-11T00:30:33.328Z","repository":{"id":129515321,"uuid":"416169238","full_name":"yilundu/nerflow","owner":"yilundu","description":"[ICCV'21] Neural Radiance Flow for 4D View Synthesis and Video Processing","archived":false,"fork":false,"pushed_at":"2022-05-01T15:26:51.000Z","size":3685,"stargazers_count":64,"open_issues_count":6,"forks_count":18,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-03-20T19:40:31.744Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","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/yilundu.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}},"created_at":"2021-10-12T03:29:55.000Z","updated_at":"2024-12-12T07:27:40.000Z","dependencies_parsed_at":"2023-06-11T21:30:33.093Z","dependency_job_id":null,"html_url":"https://github.com/yilundu/nerflow","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/yilundu%2Fnerflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yilundu%2Fnerflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yilundu%2Fnerflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yilundu%2Fnerflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yilundu","download_url":"https://codeload.github.com/yilundu/nerflow/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248322208,"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":"2024-11-07T03:25:54.713Z","updated_at":"2025-04-11T00:30:32.262Z","avatar_url":"https://github.com/yilundu.png","language":"Python","funding_links":[],"categories":["Papers"],"sub_categories":["NeRF"],"readme":"# NeRFlow\n[ICCV'21] Neural Radiance Flow for 4D View Synthesis and Video Processing\n\n### Datasets\n\nThe pouring dataset used for experiments can be download [at this URL](https://www.dropbox.com/s/bnnjixu1ihyxwn3/pouring_dataset.tar.gz?dl=0) and the iGibson dataset used in experiments can be downloaded [at this URL](https://www.dropbox.com/s/iu12rz0emjp5ija/gibson_dataset.tar?dl=0)\n\n### Pouring Dataset\n\nPlease download and extract each dataset at data/nerf\\_synthetic/. Please use the following command to train \n\n```\npython run_nerf.py --config=configs/pour_baseline.txt\n```\n\nAfter running model for 200,000 iterations, move the model to a new folder pour\\_dataset\\_flow and then use the following command\nto train with flow consistency\n\n```\npython run_nerf.py --config=configs/pour_baseline_flow.txt\n```\n\n\n### Gibson Dataset\n\nPlease download and extract each dataset at data/nerf\\_synthetic/. Please use the following command to train the model \n\n```\npython run_nerf.py --config=configs/gibson_baseline.txt\n```\n\nAfter running model for 200,000 iterations, move the model to a new folder pour\\_dataset\\_flow and then use the following command\nto train with flow consistency\n\n```\npython run_nerf.py --config=configs/gibson_baseline_flow.txt\n```\n\n### Citing our Paper\n\nIf you find this repo helpful, please consider citing\n\n```\t\n @inproceedings{du2021nerflow,\n                      author    = {Yilun Du and Yinan Zhang and Hong-Xing Yu \n                                   and Joshua B. Tenenbaum and Jiajun Wu},\n                      title     = {Neural Radiance Flow for 4D View Synthesis and Video Processing},\n                      year      = {2021},\n                      booktitle   = {Proceedings of the IEEE/CVF International Conference\n                                     on Computer Vision},\n                    }\n```\t\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyilundu%2Fnerflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyilundu%2Fnerflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyilundu%2Fnerflow/lists"}