{"id":20004086,"url":"https://github.com/cj-mills/pytorch-mask-rcnn-tutorial-code","last_synced_at":"2025-05-04T16:32:06.690Z","repository":{"id":195669138,"uuid":"693402775","full_name":"cj-mills/pytorch-mask-rcnn-tutorial-code","owner":"cj-mills","description":"This repository contains the code for my PyTorch Mask R-CNN tutorial.","archived":false,"fork":false,"pushed_at":"2024-06-06T20:55:17.000Z","size":27639,"stargazers_count":4,"open_issues_count":0,"forks_count":3,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-06-06T22:22:12.023Z","etag":null,"topics":["instance-segmentation","mask-rcnn","object-detection","pytorch","tutorial"],"latest_commit_sha":null,"homepage":"https://christianjmills.com/series/tutorials/pytorch-train-mask-rcnn-series.html","language":"Jupyter Notebook","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/cj-mills.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":"2023-09-19T00:57:22.000Z","updated_at":"2024-06-06T20:55:21.000Z","dependencies_parsed_at":"2024-02-03T20:24:49.982Z","dependency_job_id":"09a569f5-f50b-470c-a6dd-d3c996c3d70e","html_url":"https://github.com/cj-mills/pytorch-mask-rcnn-tutorial-code","commit_stats":null,"previous_names":["cj-mills/pytorch-mask-rcnn-tutorial-code"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cj-mills%2Fpytorch-mask-rcnn-tutorial-code","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cj-mills%2Fpytorch-mask-rcnn-tutorial-code/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cj-mills%2Fpytorch-mask-rcnn-tutorial-code/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cj-mills%2Fpytorch-mask-rcnn-tutorial-code/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cj-mills","download_url":"https://codeload.github.com/cj-mills/pytorch-mask-rcnn-tutorial-code/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":224398369,"owners_count":17304556,"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":["instance-segmentation","mask-rcnn","object-detection","pytorch","tutorial"],"created_at":"2024-11-13T05:28:30.048Z","updated_at":"2024-11-13T05:28:30.706Z","avatar_url":"https://github.com/cj-mills.png","language":"Jupyter Notebook","readme":"# Training Mask R-CNN Models with PyTorch\n\nThis tutorial provides a step-by-step guide on training Mask R-CNN models with PyTorch. \n\n\n\n## Training\n\n| Jupyter Notebook                                             | Google Colab                                                 |\n| ------------------------------------------------------------ | ------------------------------------------------------------ |\n| [GitHub Repository](https://github.com/cj-mills/pytorch-mask-rcnn-tutorial-code/blob/main/notebooks/pytorch-mask-r-cnn-training.ipynb) | [Open In Colab](https://colab.research.google.com/github/cj-mills/pytorch-mask-rcnn-tutorial-code/blob/main/notebooks/pytorch-mask-r-cnn-training-colab.ipynb) |\n\n\n\n## ONNX Export\n\n| Jupyter Notebook                                             | Google Colab                                                 |\n| ------------------------------------------------------------ | ------------------------------------------------------------ |\n| [GitHub Repository](https://github.com/cj-mills/pytorch-mask-rcnn-tutorial-code/blob/main/notebooks/pytorch-mask-r-cnn-onnx-export.ipynb) | [Open In Colab](https://colab.research.google.com/github/cj-mills/pytorch-mask-rcnn-tutorial-code/blob/main/notebooks/pytorch-mask-r-cnn-onnx-export-colab.ipynb) |\n\n\n\n## License\n\nDistributed under the MIT License. See [`LICENSE`](./LICENSE) for more information.","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcj-mills%2Fpytorch-mask-rcnn-tutorial-code","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcj-mills%2Fpytorch-mask-rcnn-tutorial-code","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcj-mills%2Fpytorch-mask-rcnn-tutorial-code/lists"}