{"id":13612700,"url":"https://github.com/kacky24/stylenet","last_synced_at":"2025-04-13T12:32:38.892Z","repository":{"id":190098153,"uuid":"109919650","full_name":"kacky24/stylenet","owner":"kacky24","description":"A pytorch implemention of \"StyleNet: Generating Attractive Visual Captions with Styles\"","archived":false,"fork":false,"pushed_at":"2020-12-13T13:13:23.000Z","size":13870,"stargazers_count":63,"open_issues_count":3,"forks_count":10,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-11-07T20:43:33.904Z","etag":null,"topics":["caption","cnn","dlhacks","image-captioning","lstm","microsoft","pytorch","pytorch-implemention","stylenet"],"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/kacky24.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}},"created_at":"2017-11-08T02:51:58.000Z","updated_at":"2024-10-04T16:32:22.000Z","dependencies_parsed_at":"2023-08-23T07:39:52.889Z","dependency_job_id":null,"html_url":"https://github.com/kacky24/stylenet","commit_stats":null,"previous_names":["kacky24/stylenet"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kacky24%2Fstylenet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kacky24%2Fstylenet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kacky24%2Fstylenet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kacky24%2Fstylenet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kacky24","download_url":"https://codeload.github.com/kacky24/stylenet/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248714718,"owners_count":21149952,"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":["caption","cnn","dlhacks","image-captioning","lstm","microsoft","pytorch","pytorch-implemention","stylenet"],"created_at":"2024-08-01T20:00:33.287Z","updated_at":"2025-04-13T12:32:35.751Z","avatar_url":"https://github.com/kacky24.png","language":"Python","funding_links":[],"categories":["2017"],"sub_categories":[],"readme":"# StyleNet: Generating Attractive Visual Captions with Styles\n\n### * under development\n- Powered by [DLHacks](http://deeplearning.jp/hacks/)\n\nStyleNet is a novel framework to address the task of generating attractive captions for images and videos with different styles. A novel model component, named factored LSTM is used in StyleNet, which automatically distills the style factors in the monolingual text corpus.\n\nframework\n![Imgur](https://i.imgur.com/G5ZTvwB.png)\n\nexamples of generated captions\n![Imgur](https://i.imgur.com/aUJXKEo.png)\n\n## Description\n- A pytorch implemention of StyleNet\n- Author: Chuang Gan, Zhe Gan, Xiaodong He, Jianfeng Gao, Li Deng\n- Published in: Computer Vision and Pattern Recognition (CVPR), 2017\n- URL:  https://www.microsoft.com/en-us/research/wp-content/uploads/2017/06/Generating-Attractive-Visual-Captions-with-Styles.pdf\n- Dataset: https://zhegan27.github.io/Paper.html\n- Slideshare: https://www.slideshare.net/DeepLearningJP2016/dl-hacks-stylenet-generating-attractive-visual-captions-with-styles\n- written by [Kota Kakiuchi](https://github.com/kacky24)\n\n## Requirement\n- python 3.5.3\n- pytorch 0.2.0\n- torchvision 0.1.9\n- numpy 1.13.3\n- scikit-image 0.13.1\n- nltk 3.2.5\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkacky24%2Fstylenet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkacky24%2Fstylenet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkacky24%2Fstylenet/lists"}