{"id":20291557,"url":"https://github.com/edisonslightbulbs/machine-learning-notebook","last_synced_at":"2026-05-10T01:14:58.111Z","repository":{"id":118368588,"uuid":"400876110","full_name":"edisonslightbulbs/machine-learning-notebook","owner":"edisonslightbulbs","description":null,"archived":false,"fork":false,"pushed_at":"2021-08-28T19:40:57.000Z","size":87,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-01-14T09:12:16.387Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/edisonslightbulbs.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":"2021-08-28T19:38:33.000Z","updated_at":"2021-08-28T19:41:00.000Z","dependencies_parsed_at":null,"dependency_job_id":"a863baf0-a363-4d80-805b-a3ad18154bbc","html_url":"https://github.com/edisonslightbulbs/machine-learning-notebook","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/edisonslightbulbs%2Fmachine-learning-notebook","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/edisonslightbulbs%2Fmachine-learning-notebook/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/edisonslightbulbs%2Fmachine-learning-notebook/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/edisonslightbulbs%2Fmachine-learning-notebook/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/edisonslightbulbs","download_url":"https://codeload.github.com/edisonslightbulbs/machine-learning-notebook/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241787486,"owners_count":20020101,"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":"2024-11-14T15:12:53.880Z","updated_at":"2026-05-10T01:14:58.079Z","avatar_url":"https://github.com/edisonslightbulbs.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Model training using TF's object detection API\n\nGiven that this project primarily uses scripts, it's helpful to have an idea of the directory structure.\n\n```\n.\n├── annotations\n├── external\n│   ├── labelImg\n│   │   ├── build-tools\n│   │   ├── data\n│   │   ├── demo\n│   │   ├── libs\n│   │   ├── readme\n│   │   ├── requirements\n│   │   ├── resources\n│   │   ├── tests\n│   │   └── tools\n│   └── models\n│       ├── community\n│       ├── official\n│       ├── orbit\n│       └── research\n├── models\n│   ├── export\n│   └── pretrained\n├── records\n├── resources\n│   └── images\n│       ├── test\n│       └── train\n└── scripts\n```\n\nNow that that is out of the way - the project houses three notebooks that build on each other. The notebooks are self-documnting and should be reviewed in the order:\n\n1.  [train.ipynb](./train.ipynb)\n2.  [detect.ipynb](./detect.ipynb)\n3.  [export.ipynb](./export.ipynb)e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fedisonslightbulbs%2Fmachine-learning-notebook","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fedisonslightbulbs%2Fmachine-learning-notebook","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fedisonslightbulbs%2Fmachine-learning-notebook/lists"}