{"id":20580993,"url":"https://github.com/nikhilroxtomar/human-face-segmentation-in-tensorflow","last_synced_at":"2025-04-14T19:51:21.542Z","repository":{"id":91224758,"uuid":"567717098","full_name":"nikhilroxtomar/Human-Face-Segmentation-in-TensorFlow","owner":"nikhilroxtomar","description":"This repository contains the code for Multiclass Segmentation on the human faces using Landmark Guided Face Parsing (LaPa) dataset in TensorFlow.","archived":false,"fork":false,"pushed_at":"2022-12-01T05:08:38.000Z","size":1318,"stargazers_count":11,"open_issues_count":0,"forks_count":4,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-28T08:11:30.624Z","etag":null,"topics":["multiclass-segmentation","tensorflow","tensorflow-segmentation"],"latest_commit_sha":null,"homepage":"","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/nikhilroxtomar.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":"2022-11-18T12:12:06.000Z","updated_at":"2024-10-31T21:31:46.000Z","dependencies_parsed_at":"2023-05-04T20:02:02.802Z","dependency_job_id":null,"html_url":"https://github.com/nikhilroxtomar/Human-Face-Segmentation-in-TensorFlow","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/nikhilroxtomar%2FHuman-Face-Segmentation-in-TensorFlow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nikhilroxtomar%2FHuman-Face-Segmentation-in-TensorFlow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nikhilroxtomar%2FHuman-Face-Segmentation-in-TensorFlow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nikhilroxtomar%2FHuman-Face-Segmentation-in-TensorFlow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nikhilroxtomar","download_url":"https://codeload.github.com/nikhilroxtomar/Human-Face-Segmentation-in-TensorFlow/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248951660,"owners_count":21188414,"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":["multiclass-segmentation","tensorflow","tensorflow-segmentation"],"created_at":"2024-11-16T06:26:23.377Z","updated_at":"2025-04-14T19:51:21.536Z","avatar_url":"https://github.com/nikhilroxtomar.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Human Face Segmentation in TensorFlow\n\nThis repository contains the code for `Multiclass Segmentation` on the human faces using `Landmark Guided Face Parsing` (LaPa) dataset.\n\u003cbr/\u003e\u003cbr/\u003e\n**YouTube Tutorial:** [Human Face Segmentation using UNET in TensorFlow](https://youtu.be/yUOlLd-8jng)\n\n# Dataset\nThe LaPa dataset contains the training, validation and testing dataset. Each dataset have images, segmentation mask and the 106 human facial key points. \u003cbr/\u003e\n\u003cbr/\u003eDownload the dataset: [Landmark Guided Face Parsing (LaPa)](https://github.com/JDAI-CV/lapa-dataset)\n\u003cbr/\u003eDataset paper: [A New Dataset and Boundary-Attention Semantic Segmentation for Face Parsing](https://aaai.org/ojs/index.php/AAAI/article/view/6832/6686)\n\nOriginal Image             |  Grayscale Mask           | RGB Mask\n:-------------------------:|:-------------------------:|:-------------------------:\n![](img/image.jpg)  |  ![](img/grayscale_mask.png)  |  ![](img/rgb_mask.png)\n\nThe following models are used:\n- [UNET](https://arxiv.org/abs/1505.04597)\n\n## Contact:\nFor more follow me on:\n\n- \u003ca href=\"https://www.youtube.com/idiotdeveloper\"\u003e YouTube \u003c/a\u003e\n- \u003ca href=\"https://facebook.com/idiotdeveloper\"\u003e Facebook \u003c/a\u003e\n- \u003ca href=\"https://twitter.com/nikhilroxtomar\"\u003e Twitter \u003c/a\u003e\n- \u003ca href=\"https://www.instagram.com/nikhilroxtomar\"\u003e Instagram \u003c/a\u003e\n- \u003ca href=\"https://t.me/idiotdeveloper\"\u003e Telegram \u003c/a\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnikhilroxtomar%2Fhuman-face-segmentation-in-tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnikhilroxtomar%2Fhuman-face-segmentation-in-tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnikhilroxtomar%2Fhuman-face-segmentation-in-tensorflow/lists"}