{"id":20580935,"url":"https://github.com/nikhilroxtomar/unet-for-person-segmentation","last_synced_at":"2025-04-14T19:50:44.161Z","repository":{"id":91224882,"uuid":"328977387","full_name":"nikhilroxtomar/Unet-for-Person-Segmentation","owner":"nikhilroxtomar","description":"U-Net for person segmentation in TensorFlow using Keras API. ","archived":false,"fork":false,"pushed_at":"2021-05-27T09:36:48.000Z","size":22847,"stargazers_count":25,"open_issues_count":2,"forks_count":12,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-28T08:11:19.849Z","etag":null,"topics":["keras","tensorflow","unet-image-segmentation","unet-keras","unet-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":"2021-01-12T12:18:07.000Z","updated_at":"2024-02-16T13:58:53.000Z","dependencies_parsed_at":"2023-05-30T02:00:24.910Z","dependency_job_id":null,"html_url":"https://github.com/nikhilroxtomar/Unet-for-Person-Segmentation","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%2FUnet-for-Person-Segmentation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nikhilroxtomar%2FUnet-for-Person-Segmentation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nikhilroxtomar%2FUnet-for-Person-Segmentation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nikhilroxtomar%2FUnet-for-Person-Segmentation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nikhilroxtomar","download_url":"https://codeload.github.com/nikhilroxtomar/Unet-for-Person-Segmentation/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248951519,"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":["keras","tensorflow","unet-image-segmentation","unet-keras","unet-segmentation"],"created_at":"2024-11-16T06:26:07.490Z","updated_at":"2025-04-14T19:50:44.154Z","avatar_url":"https://github.com/nikhilroxtomar.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Unet for Person Segmentation\nWe are using the famous UNet architecture for segmenting person from an image. For the person segmentation, we are going to use the person segmentation dataset. U-Net is built for Biomedical Image Segmentation. It is the base model for any segmentation task. It follows an encoder-decoder approach. It used skip connection to get the local information during downsampling path and use it during the upsampling path. \n\nYouTube Video: [https://youtu.be/qrL22HEaUGA](https://youtu.be/qrL22HEaUGA) \u003cbr/\u003e\nArxiv Paper: [U-Net: Convolutional Networks for Biomedical Image Segmentation](https://arxiv.org/abs/1505.04597])\n\nThese images are generated after the model is trained on 2 epochs.\n![Person Segmentation](save_images/Black-Widow-Avengers.jpg)\n![Person Segmentation](save_images/evolution-of-thor-5.png)\n![Person Segmentation](save_images/Robert-Downey-Jr-3-640x433.jpg)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnikhilroxtomar%2Funet-for-person-segmentation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnikhilroxtomar%2Funet-for-person-segmentation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnikhilroxtomar%2Funet-for-person-segmentation/lists"}