{"id":16837788,"url":"https://github.com/zhreshold/gluoncv-sagemaker-serving","last_synced_at":"2025-03-18T03:42:33.791Z","repository":{"id":67409396,"uuid":"260049172","full_name":"zhreshold/gluoncv-sagemaker-serving","owner":"zhreshold","description":"SageMaker serving for GluonCV models","archived":false,"fork":false,"pushed_at":"2020-08-21T23:43:15.000Z","size":241,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-24T10:47:57.827Z","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/zhreshold.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":"2020-04-29T21:24:08.000Z","updated_at":"2020-08-21T23:43:17.000Z","dependencies_parsed_at":null,"dependency_job_id":"4ffd15df-a68f-4ba3-b230-9afb1cc1db47","html_url":"https://github.com/zhreshold/gluoncv-sagemaker-serving","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/zhreshold%2Fgluoncv-sagemaker-serving","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zhreshold%2Fgluoncv-sagemaker-serving/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zhreshold%2Fgluoncv-sagemaker-serving/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zhreshold%2Fgluoncv-sagemaker-serving/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zhreshold","download_url":"https://codeload.github.com/zhreshold/gluoncv-sagemaker-serving/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244153308,"owners_count":20406995,"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":"2024-10-13T12:18:49.700Z","updated_at":"2025-03-18T03:42:33.767Z","avatar_url":"https://github.com/zhreshold.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# gluoncv-sagemaker\nSageMaker serving for GluonCV models\n\n# Pre-requisite\n\n- SageMaker notebook(recommended)\n- Computer with AWS CLI configured.\n\n# Usage:\n\nThe following instructions works for `SageMaker` notebook instance(make sure ECR write permission is added in SageMaker IAM role)\n\n- First activate a `mxnet_p36` env by `source activate mxnet_p36` in a new terminal.\n- Then install required python packages: `pip install -r requirements.txt`\n- Execute the batch building script: `python batch_build.py`.\n\nThe script will build `ModelPackage` for models listed in `image_classification.txt` and `object_detection.txt`. Due to the validation process, it might take very long time to finish.\n\n\n# Marketplace listing Metadata Generator\n```bash\npython batch_describe.py\n```\n\nThe sample output looks like: https://gist.github.com/zhreshold/f616f5b894d386701b4c85a4b40d200c\n\n## TODO\n- [ ] Automatic ARN injection for built ModelPackage\n- [ ] Object Detection metadata\n- [ ] Semantic Segmentation metadata\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzhreshold%2Fgluoncv-sagemaker-serving","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzhreshold%2Fgluoncv-sagemaker-serving","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzhreshold%2Fgluoncv-sagemaker-serving/lists"}