{"id":19589807,"url":"https://github.com/97k/styler","last_synced_at":"2025-09-09T11:37:57.558Z","repository":{"id":224896685,"uuid":"167228572","full_name":"97k/Styler","owner":"97k","description":"Implementation of Image Style Transfer Using Convolutional Neural Networks, Paper by Gatys, Ecker, Bethge","archived":false,"fork":false,"pushed_at":"2019-01-25T06:18:05.000Z","size":2718,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-09T06:28:59.243Z","etag":null,"topics":["deep-learning","pytorch-implmention","styletransfer","vgg19"],"latest_commit_sha":null,"homepage":"https://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Gatys_Image_Style_Transfer_CVPR_2016_paper.pdf","language":"Jupyter Notebook","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/97k.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}},"created_at":"2019-01-23T17:57:03.000Z","updated_at":"2019-02-11T12:28:26.000Z","dependencies_parsed_at":"2024-02-28T09:54:03.127Z","dependency_job_id":null,"html_url":"https://github.com/97k/Styler","commit_stats":null,"previous_names":["97k/styler"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/97k%2FStyler","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/97k%2FStyler/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/97k%2FStyler/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/97k%2FStyler/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/97k","download_url":"https://codeload.github.com/97k/Styler/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240863629,"owners_count":19869841,"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":["deep-learning","pytorch-implmention","styletransfer","vgg19"],"created_at":"2024-11-11T08:21:11.255Z","updated_at":"2025-02-26T13:40:19.271Z","avatar_url":"https://github.com/97k.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Styler\nMake Neural Net, paint for you!\nStyler is a deep learning tool, in which style of one image is applied on style of another image!\n#### It is based on transfer learning, and it is implementation of the research paper [\"Image Style Transfer by CNN\"](https://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Gatys_Image_Style_Transfer_CVPR_2016_paper.pdf)\n\nI experimented it on Taj Mahal, and I'm attacing the styled version of it, that is output from the pretrained vgg19 after moulding it according to the paper.\n\n## Result!\n### Final Image, One that vgg19 painted!\n![Taj Style](https://raw.githubusercontent.com/aditya98ak/Styler/master/assets/taj_style.png)\n\n\n\u003e This styled image is generated with help of a content and a style image.\n### Content Image\n![Content Image](https://raw.githubusercontent.com/aditya98ak/Styler/master/assets/taj_mahal.jpg)\n\n### Style Image\n![Style Image](https://raw.githubusercontent.com/aditya98ak/Styler/master/assets/wp3.jpg)\n\n### Want to experiment?\n### Clone\n\n**1.)** Clone the repository by using this link :\n\n```\n$ git clone https://github.com/aditya98ak/Styler.git\n```\n\n### Experiment\n**2.)** \nFor better peformance upload the noeboook on [googlecolab](https://colab.research.google.com) and start experimenting, for example Change the style image, change the weights etc.\nIt's fun!\n\n---\n Built with ♥ by Aditya Kaushik([@aditya98ak](https://github.com/aditya98ak))\n Thanks to [udacity](udacity.com)! For introducing me to Style Transfer.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F97k%2Fstyler","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F97k%2Fstyler","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F97k%2Fstyler/lists"}