{"id":23424270,"url":"https://github.com/tomtolleson/coralmorph","last_synced_at":"2026-05-07T13:02:35.783Z","repository":{"id":255485082,"uuid":"383540616","full_name":"TomTolleson/CoralMorph","owner":"TomTolleson","description":"Species identification via deep learning analysis with Tensorflow. Source data is video from Coral City Camera operated by Coral Morphologic https://www.coralmorphologic.com/","archived":false,"fork":false,"pushed_at":"2021-07-15T13:51:26.000Z","size":21278,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-30T05:49:55.103Z","etag":null,"topics":["coral","machine-learning","ocean-sciences","python","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"PowerShell","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/TomTolleson.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":"2021-07-06T16:56:18.000Z","updated_at":"2022-11-19T16:19:47.000Z","dependencies_parsed_at":"2024-09-05T18:29:26.626Z","dependency_job_id":"4c208c61-5eb4-4b1d-a7e6-16fe9588ed28","html_url":"https://github.com/TomTolleson/CoralMorph","commit_stats":null,"previous_names":["tomtolleson/coralmorph"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/TomTolleson/CoralMorph","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TomTolleson%2FCoralMorph","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TomTolleson%2FCoralMorph/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TomTolleson%2FCoralMorph/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TomTolleson%2FCoralMorph/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/TomTolleson","download_url":"https://codeload.github.com/TomTolleson/CoralMorph/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TomTolleson%2FCoralMorph/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272793018,"owners_count":24993830,"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","status":"online","status_checked_at":"2025-08-30T02:00:09.474Z","response_time":77,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["coral","machine-learning","ocean-sciences","python","tensorflow"],"created_at":"2024-12-23T04:14:47.709Z","updated_at":"2025-10-12T17:56:12.558Z","avatar_url":"https://github.com/TomTolleson.png","language":"PowerShell","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Coral Morphologic\nSpecies identification in video from Coral City Camera operated by Coral Morphologic \nhttps://www.coralmorphologic.com/\n\nMachine Learning and AI created for Coral Morphologic by Tom Tolleson\nhttps://tomtolleson.github.io/\n\n\u003ch3 align=\"left\"\u003eLanguages and Tools:\u003c/h3\u003e\n\u003cp align=\"left\"\u003e \u003ca href=\"https://www.python.org\" target=\"_blank\"\u003e \u003cimg src=\"https://raw.githubusercontent.com/devicons/devicon/master/icons/python/python-original.svg\" alt=\"python\" width=\"40\" height=\"40\"/\u003e \u003c/a\u003e \u003ca href=\"https://scikit-learn.org/\" target=\"_blank\"\u003e \u003cimg src=\"https://upload.wikimedia.org/wikipedia/commons/0/05/Scikit_learn_logo_small.svg\" alt=\"scikit_learn\" width=\"40\" height=\"40\"/\u003e \u003c/a\u003e \u003ca href=\"https://www.tensorflow.org\" target=\"_blank\"\u003e \u003cimg src=\"https://www.vectorlogo.zone/logos/tensorflow/tensorflow-icon.svg\" alt=\"tensorflow\" width=\"40\" height=\"40\"/\u003e \u003c/a\u003e \u003c/p\u003e\n\n\n# Phase 1\n\nStep 1. Bounding boxes are created for each object in videos detected by the neural network. This is achieved using Python for annotation \n/code/object_annotation.py\n\nStep 2. Objects are identified by species\n\n# Project Stats\n\n\u003cp align=\"left\"\u003e \u003cimg src=\"https://komarev.com/ghpvc/?username=tomtolleson\u0026label=Profile%20views\u0026color=0e75b6\u0026style=flat\" alt=\"tomtolleson\" /\u003e \u003c/p\u003e\n\n\u003ch3 align=\"left\"\u003eConnect with me:\u003c/h3\u003e\n\u003cp align=\"left\"\u003e\n\u003ca href=\"https://medium.com/@thomastolleson\" target=\"blank\"\u003e\u003cimg align=\"center\" src=\"https://raw.githubusercontent.com/rahuldkjain/github-profile-readme-generator/master/src/images/icons/Social/medium.svg\" alt=\"tomtolleson\" height=\"30\" width=\"40\" /\u003e\u003c/a\u003e\n\u003c/p\u003e\n\n\n## License\n[MIT](https://choosealicense.com/licenses/mit/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftomtolleson%2Fcoralmorph","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftomtolleson%2Fcoralmorph","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftomtolleson%2Fcoralmorph/lists"}