{"id":13443808,"url":"https://github.com/isaaccorley/simpleview-pytorch","last_synced_at":"2025-04-12T16:47:02.048Z","repository":{"id":165368368,"uuid":"353561165","full_name":"isaaccorley/simpleview-pytorch","owner":"isaaccorley","description":"PyTorch implementation of SimpleView from \"Revisiting Point Cloud Classification with a Simple and Effective Baseline\", Goyal et al. (2020)","archived":false,"fork":false,"pushed_at":"2021-04-01T03:45:28.000Z","size":79,"stargazers_count":14,"open_issues_count":1,"forks_count":2,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-26T11:11:16.244Z","etag":null,"topics":["3d-vision","artificial-intelligence","deep-learning","point-cloud-classification","point-clouds","pytorch"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/isaaccorley.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}},"created_at":"2021-04-01T03:26:55.000Z","updated_at":"2024-04-14T14:42:42.000Z","dependencies_parsed_at":"2024-01-18T15:31:48.400Z","dependency_job_id":null,"html_url":"https://github.com/isaaccorley/simpleview-pytorch","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/isaaccorley%2Fsimpleview-pytorch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/isaaccorley%2Fsimpleview-pytorch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/isaaccorley%2Fsimpleview-pytorch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/isaaccorley%2Fsimpleview-pytorch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/isaaccorley","download_url":"https://codeload.github.com/isaaccorley/simpleview-pytorch/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248600966,"owners_count":21131581,"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":["3d-vision","artificial-intelligence","deep-learning","point-cloud-classification","point-clouds","pytorch"],"created_at":"2024-07-31T03:02:10.722Z","updated_at":"2025-04-12T16:47:02.018Z","avatar_url":"https://github.com/isaaccorley.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"# simpleview-pytorch\nPyTorch implementation of SimpleView from [\"Revisiting Point Cloud Classification with a Simple and Effective Baseline\"](https://openreview.net/forum?id=XwATtbX3oCz)\n\n\u003cimg src=\"./assets/architecture.png\" width=\"500px\"\u003e\u003c/img\u003e\n\n## Usage\n\n```python\nimport torch\nfrom simpleview_pytorch import SimpleView\n\nmodel = SimpleView(\n    num_views=6,\n    num_classes=10\n)\n\n# depth 'images' generated from n views of point cloud\n# [bs, n, c, h, w]\nviews = torch.randn(1, 6, 1, 128, 128)\n\nmodel(views) # (1, 10)\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fisaaccorley%2Fsimpleview-pytorch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fisaaccorley%2Fsimpleview-pytorch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fisaaccorley%2Fsimpleview-pytorch/lists"}