{"id":28988701,"url":"https://github.com/eidoslab/torch-segmentation-3d","last_synced_at":"2025-06-24T22:06:38.261Z","repository":{"id":232044915,"uuid":"513076041","full_name":"EIDOSLAB/torch-segmentation-3d","owner":"EIDOSLAB","description":null,"archived":false,"fork":false,"pushed_at":"2024-04-07T13:48:17.000Z","size":88,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":6,"default_branch":"master","last_synced_at":"2024-04-07T16:40:42.021Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/EIDOSLAB.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}},"created_at":"2022-07-12T09:18:08.000Z","updated_at":"2024-04-07T16:40:58.030Z","dependencies_parsed_at":"2024-04-07T16:50:49.142Z","dependency_job_id":null,"html_url":"https://github.com/EIDOSLAB/torch-segmentation-3d","commit_stats":null,"previous_names":["eidoslab/torch-segmentation-3d"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/EIDOSLAB/torch-segmentation-3d","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EIDOSLAB%2Ftorch-segmentation-3d","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EIDOSLAB%2Ftorch-segmentation-3d/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EIDOSLAB%2Ftorch-segmentation-3d/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EIDOSLAB%2Ftorch-segmentation-3d/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/EIDOSLAB","download_url":"https://codeload.github.com/EIDOSLAB/torch-segmentation-3d/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EIDOSLAB%2Ftorch-segmentation-3d/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261764387,"owners_count":23206255,"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":"2025-06-24T22:06:37.274Z","updated_at":"2025-06-24T22:06:38.246Z","avatar_url":"https://github.com/EIDOSLAB.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"3D Segmentations models for pytorch \n\nSupported architectures:\n - Unet\n - Unet++\n\nInstall:\n  ```bash\n  git clone git@github.com:EIDOSLAB/torch-segmentation-3d.git \u0026\u0026 cd torch-segmentation-3d\n  pip3 install .\n  ```\n\nExample:\n  ```python\n  import torch_segmentation_3d as seg3d\n  model = seg3d.models.Unet(encoder_name=\"resnet18\", encoder_weights=\"imagenet\", in_channels=1, classes=3)\n  ```\n\nSupported encoders:\n\n- ResNet\n\n  | Encoder  | Weights  | Params |\n  |----------|----------|---------|\n  | resnet18 | imagenet | 33M |\n  | resnet34 | imagenet | 63M |\n  | resnet50 | imagenet | 46M |\n  | resnet101 | imagenet | 85M |\n\nCache location: \n- Linux: `~/.cache/torch/hub/checkpoints/resnet18-78569d5e.pth` (imagenet-1k)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feidoslab%2Ftorch-segmentation-3d","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Feidoslab%2Ftorch-segmentation-3d","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feidoslab%2Ftorch-segmentation-3d/lists"}