{"id":18614369,"url":"https://github.com/lwwu2/diver-rt","last_synced_at":"2025-04-11T00:30:35.181Z","repository":{"id":110288467,"uuid":"428545452","full_name":"lwwu2/diver-rt","owner":"lwwu2","description":"Real-time application of DIVeR","archived":false,"fork":false,"pushed_at":"2021-11-23T01:09:39.000Z","size":27,"stargazers_count":59,"open_issues_count":0,"forks_count":8,"subscribers_count":4,"default_branch":"main","last_synced_at":"2024-11-07T03:31:09.665Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"C","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/lwwu2.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":"2021-11-16T06:39:33.000Z","updated_at":"2024-10-24T08:26:44.000Z","dependencies_parsed_at":"2023-04-11T08:46:54.932Z","dependency_job_id":null,"html_url":"https://github.com/lwwu2/diver-rt","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/lwwu2%2Fdiver-rt","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lwwu2%2Fdiver-rt/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lwwu2%2Fdiver-rt/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lwwu2%2Fdiver-rt/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lwwu2","download_url":"https://codeload.github.com/lwwu2/diver-rt/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":"2024-11-07T03:25:55.546Z","updated_at":"2025-04-11T00:30:35.169Z","avatar_url":"https://github.com/lwwu2.png","language":"C","funding_links":[],"categories":["Papers"],"sub_categories":["NeRF Related Tasks"],"readme":"# DIVeR: Real-time CUDA Application\nThis repo contains the code for the real-time application of DIVeR implemented in Python+CUDA.\n\n## Setup\n\n- python 3.8\n- pytorch 1.9.0\n- moderngl\n- moderngl-window\n\n### Pre-trained model\n\nWe have two versions of pre-trained models trained on nerf_synthetic dataset. \n\n- Our [256 model](https://drive.google.com/file/d/1dEpMamHreZVtKV9BZA9uGFUJKQbBdJFq/view?usp=sharing) (256x256x256 voxel grid).\n- Our [128 model](https://drive.google.com/file/d/11p0XdSNQrp_9HDbvQZaS7s9LZDi_v3QH/view?usp=sharing) (128x128x128 voxel grid).\n\nThe 128 model runs much faster with smaller storage cost, but the 256 model has better rendering quality.\n\n## Usage\n\nTo launch the real-time application, run:\n\n```shell\npython run.py --weight_path=PATH_TO_WEIGHT_FILE \\\n\t\t\t  --voxel_num=VOXEL_GRID_SIZE \\\n\t\t\t  --device=GPU_DEVICE\n```\n\n ## Resources\n\n- [Project page](https://lwwu2.github.io/diver)\n- [Paper](https://arxiv.org/abs/2111.10427)\n- [Training code](https://github.com/lwwu2/diver)\n\n## Citation\n```\n@misc{wu2021diver,\n      title={DIVeR: Real-time and Accurate Neural Radiance Fields with Deterministic Integration for Volume Rendering}, \n      author={Liwen Wu and Jae Yong Lee and Anand Bhattad and Yuxiong Wang and David Forsyth},\n      year={2021},\n      eprint={2111.10427},\n      archivePrefix={arXiv},\n      primaryClass={cs.CV}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flwwu2%2Fdiver-rt","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flwwu2%2Fdiver-rt","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flwwu2%2Fdiver-rt/lists"}