{"id":21105155,"url":"https://github.com/tchaton/torch-points3d-templates","last_synced_at":"2026-01-02T05:24:55.828Z","repository":{"id":134496237,"uuid":"262340016","full_name":"tchaton/torch-points3d-templates","owner":"tchaton","description":"Implement simple template for torch-points3d","archived":false,"fork":false,"pushed_at":"2020-05-09T13:47:26.000Z","size":80,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-21T03:24:51.504Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Dockerfile","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/tchaton.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":"2020-05-08T14:07:28.000Z","updated_at":"2024-07-26T17:14:37.000Z","dependencies_parsed_at":null,"dependency_job_id":"fca82797-b7d0-4f48-b964-4b97b6d3530e","html_url":"https://github.com/tchaton/torch-points3d-templates","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/tchaton%2Ftorch-points3d-templates","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tchaton%2Ftorch-points3d-templates/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tchaton%2Ftorch-points3d-templates/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tchaton%2Ftorch-points3d-templates/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tchaton","download_url":"https://codeload.github.com/tchaton/torch-points3d-templates/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243551230,"owners_count":20309291,"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":"2024-11-20T00:03:56.979Z","updated_at":"2026-01-02T05:24:55.796Z","avatar_url":"https://github.com/tchaton.png","language":"Dockerfile","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Templates collection for torch-points3\n\n## Setup\n\nInstall the dependencies with poetry\n\n```\npip install poetry\npoetry install\npoetry shell\n```\n\n## Pytorch Lighthing\n\nThis script runs a `point cloud classifier` with several bakcbones on ModelNet under `100 lines`.\n\nThe bakcbones are `\"kpconv\", \"pointnet2\", \"rsconv\"`\n\n```\npoetry run python3 examples/pytorch-lightning/main.py kpconv\n```\n\n## FastAI\n\nThis script runs a `point cloud Unet segmentation model` with several bakcbones on Shapenet under `100 lines`.\n\nThe bakcbones are `\"kpconv\", \"pointnet2\", \"rsconv\"`\n\n```\npoetry run python3 examples/fastai/main.py rsconv\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftchaton%2Ftorch-points3d-templates","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftchaton%2Ftorch-points3d-templates","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftchaton%2Ftorch-points3d-templates/lists"}