{"id":17217896,"url":"https://github.com/mrgloom/skin-detection-example","last_synced_at":"2025-10-13T11:32:29.189Z","repository":{"id":69388545,"uuid":"41928650","full_name":"mrgloom/skin-detection-example","owner":"mrgloom","description":"Simple pixelwise skin detection using classification tree.","archived":false,"fork":false,"pushed_at":"2018-03-16T16:35:08.000Z","size":606,"stargazers_count":30,"open_issues_count":0,"forks_count":21,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-03-27T13:07:00.941Z","etag":null,"topics":["classification-trees","computer-vision","machine-learning","proof-of-concept","segmentation","skin-detection","toy-project"],"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/mrgloom.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":"2015-09-04T17:23:24.000Z","updated_at":"2025-01-09T03:35:18.000Z","dependencies_parsed_at":"2023-09-08T17:30:56.452Z","dependency_job_id":null,"html_url":"https://github.com/mrgloom/skin-detection-example","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/mrgloom%2Fskin-detection-example","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrgloom%2Fskin-detection-example/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrgloom%2Fskin-detection-example/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrgloom%2Fskin-detection-example/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrgloom","download_url":"https://codeload.github.com/mrgloom/skin-detection-example/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248790754,"owners_count":21162085,"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":["classification-trees","computer-vision","machine-learning","proof-of-concept","segmentation","skin-detection","toy-project"],"created_at":"2024-10-15T03:44:56.444Z","updated_at":"2025-10-13T11:32:24.139Z","avatar_url":"https://github.com/mrgloom.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# skin-detection-example\n\nImplemented in python. Dependencies: numpy, opencv, sklearn.\n\nSimple pixelwise skin detection using [decision tree](http://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.html) [1](http://scikit-learn.org/stable/modules/tree.html#tree-algorithms-id3-c4-5-c5-0-and-cart) using pixels in RGB or HSV color space as features.\n\nSkin Segmentation Data Set from https://archive.ics.uci.edu/ml/datasets/Skin+Segmentation\n\nface.png image from http://graphics.cs.msu.ru/ru/node/899\n\nResults:\n\n![alt tag](https://github.com/mrgloom/Simple-skin-detection/blob/master/face.png)\n![alt tag](https://github.com/mrgloom/Simple-skin-detection/blob/master/results/result_RGB.png) \n![alt tag](https://github.com/mrgloom/Simple-skin-detection/blob/master/results/result_HSV.png)\n\n\nTODO:\n~~~\nAdd tree visualization\nhttps://github.com/NikTRSK/Data-Science-and-Machine-Learning-with-Python---Hands-On/blob/master/DecisionTree.ipynb\n~~~\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmrgloom%2Fskin-detection-example","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmrgloom%2Fskin-detection-example","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmrgloom%2Fskin-detection-example/lists"}