{"id":19156199,"url":"https://github.com/kyegomez/simpleunet","last_synced_at":"2025-05-07T07:34:58.387Z","repository":{"id":195815258,"uuid":"693733160","full_name":"kyegomez/SimpleUnet","owner":"kyegomez","description":"An simple implementation of Unet because all the implementations i've seen are wayy tooo complicated.","archived":false,"fork":false,"pushed_at":"2024-11-12T00:02:07.000Z","size":210,"stargazers_count":9,"open_issues_count":1,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-19T20:16:49.512Z","etag":null,"topics":["artificial-intelligence","biomedical","biomedical-image-processing","computer-vision","gpt4","image","image-classification","image-segmentation","texttovide","unet","vllm"],"latest_commit_sha":null,"homepage":"https://discord.gg/qUtxnK2NMf","language":"Python","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/kyegomez.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","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,"zenodo":null},"funding":{"github":["kyegomez"],"patreon":null,"open_collective":null,"ko_fi":null,"tidelift":null,"community_bridge":null,"liberapay":null,"issuehunt":null,"otechie":null,"lfx_crowdfunding":null,"custom":null}},"created_at":"2023-09-19T15:48:08.000Z","updated_at":"2025-04-08T13:07:32.000Z","dependencies_parsed_at":"2023-09-19T18:29:01.918Z","dependency_job_id":"e7fc2a38-d56b-4aaf-92d0-365a10430207","html_url":"https://github.com/kyegomez/SimpleUnet","commit_stats":null,"previous_names":["kyegomez/simpleunet"],"tags_count":0,"template":false,"template_full_name":"kyegomez/Paper-Implementation-Template","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyegomez%2FSimpleUnet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyegomez%2FSimpleUnet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyegomez%2FSimpleUnet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyegomez%2FSimpleUnet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kyegomez","download_url":"https://codeload.github.com/kyegomez/SimpleUnet/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252834181,"owners_count":21811331,"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":["artificial-intelligence","biomedical","biomedical-image-processing","computer-vision","gpt4","image","image-classification","image-segmentation","texttovide","unet","vllm"],"created_at":"2024-11-09T08:33:34.002Z","updated_at":"2025-05-07T07:34:58.362Z","avatar_url":"https://github.com/kyegomez.png","language":"Python","funding_links":["https://github.com/sponsors/kyegomez"],"categories":[],"sub_categories":[],"readme":"[![Multi-Modality](agorabanner.png)](https://discord.gg/qUtxnK2NMf)\n\n# Unet\nMy implemenetation of a modular Unet from the paper \"U-Net: Convolutional Networks for Biomedical Image Segmentation\"\n\n[Paper Link](https://arxiv.org/abs/1505.04597)\n\n# Appreciation\n* Lucidrains\n* Agorians\n\n\n# Install\n`pip install unet-torch`\n\n# Usage\n```python\nimport torch\nfrom unet.model import Unet\n\nmodel = Unet(n_channels=3, n_classes=1)\n\ninputs = torch.randn(1, 3, 256, 256)\n\noutputs = model(inputs)\n\nprint(outputs.size)\n\nprint(outputs)\n\n```\n\n# License\nMIT\n\n# Citations\n```bibtex\n@misc{1505.04597,\nAuthor = {Olaf Ronneberger and Philipp Fischer and Thomas Brox},\nTitle = {U-Net: Convolutional Networks for Biomedical Image Segmentation},\nYear = {2015},\nEprint = {arXiv:1505.04597},\n}\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkyegomez%2Fsimpleunet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkyegomez%2Fsimpleunet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkyegomez%2Fsimpleunet/lists"}