{"id":13488518,"url":"https://github.com/sled-group/cyclenet","last_synced_at":"2025-03-28T01:36:01.662Z","repository":{"id":175565187,"uuid":"619394835","full_name":"sled-group/CycleNet","owner":"sled-group","description":"Official Code for NeurIPS 2023 Paper: CycleNet: Rethinking Cycle Consistent in Text‑Guided Diffusion for Image Manipulation","archived":false,"fork":false,"pushed_at":"2023-10-24T21:28:27.000Z","size":599,"stargazers_count":58,"open_issues_count":6,"forks_count":4,"subscribers_count":6,"default_branch":"main","last_synced_at":"2024-08-01T18:37:56.806Z","etag":null,"topics":["cycle-consistency","cyclegan","diffusion-models","image-edit"],"latest_commit_sha":null,"homepage":"https://cyclenetweb.github.io/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sled-group.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"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}},"created_at":"2023-03-27T03:49:53.000Z","updated_at":"2024-07-26T16:13:44.000Z","dependencies_parsed_at":null,"dependency_job_id":"2090ecc5-7438-4201-a8bf-2cc1c5706ae9","html_url":"https://github.com/sled-group/CycleNet","commit_stats":null,"previous_names":["sled-group/cyclenet"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sled-group%2FCycleNet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sled-group%2FCycleNet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sled-group%2FCycleNet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sled-group%2FCycleNet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sled-group","download_url":"https://codeload.github.com/sled-group/CycleNet/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":222333976,"owners_count":16968058,"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":["cycle-consistency","cyclegan","diffusion-models","image-edit"],"created_at":"2024-07-31T18:01:17.323Z","updated_at":"2024-10-31T00:31:44.558Z","avatar_url":"https://github.com/sled-group.png","language":"Python","funding_links":[],"categories":["I2I translation"],"sub_categories":[],"readme":"# CycleNet\n**This repository is still actively under construction!**\n\nThis is the official implementation of:\n\nCycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image Manipulation  \nSihan Xu*, Ziqiao Ma*, Yidong Huang, Honglak Lee, Joyce Chai  \nUniversity of Michigan, LG AI Research  \n[NeurIPS 2023](https://neurips.cc/virtual/2023/poster/69913)\n\n### [Project Page](https://cyclenetweb.github.io) | [Paper](http://arxiv.org/abs/2310.13165) | [ManiCups Dataset](https://huggingface.co/datasets/sled-umich/ManiCups) | [Models](https://huggingface.co/sled-umich/CycleNet)\n\n## Conda Environment\n\n```\nconda env create -f environment.yaml\nconda activate cycle\n```\n\n## Training\n\nThis implementation builds upon [ControlNet](https://github.com/lllyasviel/ControlNet).  \nPlease redirect to this document on how to [train the model](./docs/train.md).\n\n## Citation\n\n```\n@inproceedings{xu2023cyclenet,\n    title = \"CycleNet: Rethinking Cycle Consistent in Text‑Guided Diffusion for Image Manipulation\",\n    author = \"Xu, Sihan and Ma, Ziqiao and Huang, Yidong and Lee, Honglak and Chai, Joyce\",\n    booktitle = \"Advances in Neural Information Processing Systems (NeurIPS)\",\n    year = \"2023\",\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsled-group%2Fcyclenet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsled-group%2Fcyclenet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsled-group%2Fcyclenet/lists"}