{"id":28631100,"url":"https://github.com/zaccharieramzi/tf-unet","last_synced_at":"2026-04-16T17:34:22.126Z","repository":{"id":81939490,"uuid":"309407688","full_name":"zaccharieramzi/tf-unet","owner":"zaccharieramzi","description":"An unofficial TensorFlow implementation of the U-net","archived":false,"fork":false,"pushed_at":"2020-11-02T16:45:25.000Z","size":6,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-12T13:11:27.027Z","etag":null,"topics":["image-denoising","image-segmentation","tensorflow","unet"],"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/zaccharieramzi.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,"zenodo":null}},"created_at":"2020-11-02T15:12:07.000Z","updated_at":"2024-09-10T22:43:13.000Z","dependencies_parsed_at":null,"dependency_job_id":"60fd8e8a-a101-4528-8660-b9ac497c3c5a","html_url":"https://github.com/zaccharieramzi/tf-unet","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":"CSDUlm/my-python-package-template","purl":"pkg:github/zaccharieramzi/tf-unet","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zaccharieramzi%2Ftf-unet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zaccharieramzi%2Ftf-unet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zaccharieramzi%2Ftf-unet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zaccharieramzi%2Ftf-unet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zaccharieramzi","download_url":"https://codeload.github.com/zaccharieramzi/tf-unet/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zaccharieramzi%2Ftf-unet/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261417567,"owners_count":23155072,"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":["image-denoising","image-segmentation","tensorflow","unet"],"created_at":"2025-06-12T13:10:14.972Z","updated_at":"2025-10-20T07:50:12.801Z","avatar_url":"https://github.com/zaccharieramzi.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# TensorFlow implementation of the U-net\n\n[![Build Status](https://travis-ci.com/zaccharieramzi/tf-unet.svg?branch=master)](https://travis-ci.com/zaccharieramzi/tf-unet)\n\nThe U-net is a network introduced by Olaf Ronneberger et al. in “U-Net: Convolutional Networks for Biomedical Image Segmentation”, MICCAI 2015.\nIf you use this network, please cite their work appropriately.\n\nA change when compared to the initial architecture is that we use zero-padding to keep a constant image size.\n\n\nThere are lots of unofficial implementation of the U-net all over the web, here are some examples with comments:\n\n- in [Keras](https://github.com/zhixuhao/unet/blob/master/model.py), however this model is not very modular.\n- in [PyTorch](https://github.com/milesial/Pytorch-UNet/blob/master/unet/unet_model.py), again this model is not very modular off-the-shelf.\n- in [TF v1.x](https://github.com/jakeret/tf_unet/blob/master/tf_unet/unet.py).\n- in [TF v2.x](https://github.com/jakeret/unet/blob/master/src/unet/unet.py), by the same people as above.\n- and [many more...](https://github.com/search?q=u-net)\n\n\nThe goal of this implementation in TensorFlow is to be easy to read and to adapt:\n\n- all the code is in one file\n- defaults are those from the paper (for gray image denoising)\n- there is no other imports than from TensorFlow\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzaccharieramzi%2Ftf-unet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzaccharieramzi%2Ftf-unet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzaccharieramzi%2Ftf-unet/lists"}