{"id":18897781,"url":"https://github.com/zurutech/3dbonet2","last_synced_at":"2025-04-15T02:12:28.500Z","repository":{"id":102565463,"uuid":"381609989","full_name":"zurutech/3DBoNet2","owner":"zurutech","description":"TensorFlow 2 implementation of 3DBoNet designed for being almost completely in pure TensorFlow (Only one custom op!), extendibile and modular.","archived":false,"fork":false,"pushed_at":"2022-05-27T11:17:43.000Z","size":81,"stargazers_count":5,"open_issues_count":3,"forks_count":0,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-04-15T02:12:21.711Z","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":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zurutech.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-06-30T07:13:57.000Z","updated_at":"2024-02-08T02:13:19.000Z","dependencies_parsed_at":null,"dependency_job_id":"9c46e6fb-c6da-4074-944a-88fb1bc8086e","html_url":"https://github.com/zurutech/3DBoNet2","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/zurutech%2F3DBoNet2","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zurutech%2F3DBoNet2/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zurutech%2F3DBoNet2/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zurutech%2F3DBoNet2/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zurutech","download_url":"https://codeload.github.com/zurutech/3DBoNet2/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248991558,"owners_count":21194894,"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":"2024-11-08T08:39:32.305Z","updated_at":"2025-04-15T02:12:28.492Z","avatar_url":"https://github.com/zurutech.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds - TensorFlow 2 version\n\nTensorFlow 2 implementation of [3DBoNet][1] designed for being almost completely in pure TensorFlow (Only one custom op!), extendibile and modular.\n\n---\n\n## Requirements\n\n- Python \u003e= 3.8\n- TensorFlow \u003e= 2.9\n- CUDA \u003e= 10\n- `pip install -r requirements.txt`\n\n## Development\n\n```\npip install -e .\npython setup.py build # compiles the custom op\n```\n\n## Train and evalution\n\n```\npython bin/bonet2-train.py --dataset ScanNet\n```\n\nor alternatively, since the bonet2-train.py is installed as a script of this package, you have it in your PATH after the installation:\n\n```\nbonet2-train.py --dataset ScanNet\n```\n\nThe built-in datasets are:\n\n- `ScanNet`\n- `S3Dis`\n\nNOTE: The case in the CLI flag (e.g. `--dataset ScanNet`) matters.\n\n---\n\n[1]: https://arxiv.org/abs/1906.01140 \"Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds - Bo Yang, Jianan Wang, Ronald Clark, Qingyong Hu, Sen Wang, Andrew Markham, Niki Trigoni. 2019.\"\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzurutech%2F3dbonet2","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzurutech%2F3dbonet2","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzurutech%2F3dbonet2/lists"}