{"id":20638455,"url":"https://github.com/ahmetfurkandemir/stylepy","last_synced_at":"2025-08-09T19:37:35.210Z","repository":{"id":110787283,"uuid":"300559324","full_name":"AhmetFurkanDEMIR/StylePY","owner":"AhmetFurkanDEMIR","description":"Neural style transfer project with Flask","archived":false,"fork":false,"pushed_at":"2021-08-11T16:30:35.000Z","size":18152,"stargazers_count":18,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-04-15T21:51:57.964Z","etag":null,"topics":["ai","flask","neuralstyletransfer","python","styletransfer"],"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/AhmetFurkanDEMIR.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}},"created_at":"2020-10-02T09:04:25.000Z","updated_at":"2025-03-15T23:02:22.000Z","dependencies_parsed_at":"2023-03-06T21:15:50.103Z","dependency_job_id":null,"html_url":"https://github.com/AhmetFurkanDEMIR/StylePY","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AhmetFurkanDEMIR%2FStylePY","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AhmetFurkanDEMIR%2FStylePY/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AhmetFurkanDEMIR%2FStylePY/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AhmetFurkanDEMIR%2FStylePY/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AhmetFurkanDEMIR","download_url":"https://codeload.github.com/AhmetFurkanDEMIR/StylePY/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249161130,"owners_count":21222469,"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":["ai","flask","neuralstyletransfer","python","styletransfer"],"created_at":"2024-11-16T15:18:08.164Z","updated_at":"2025-04-15T21:52:05.884Z","avatar_url":"https://github.com/AhmetFurkanDEMIR.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# StylePY\r\n\r\n* With this web application, you can transfer styles between your images and videos in a simple interface.\r\n\r\n* You will be able to create magnificent pictures with Neural style transfer.\r\n\r\n* If I explain the purpose of the application in a simple way, we can say that it is to transfer the style of a picture to another picture, or we can say to transfer the style of a picture to another video.\r\n\r\n* web application was written in flask, neural style transfer was written in pytorch.\r\n\r\n* This application requires high GPU usage, if you do not have a good GPU, read my article titled Deploying flask project over Colab which I wrote earlier. https://github.com/AhmetFurkanDEMIR/Unix-and-Cloud-Computing/blob/master/GogleColab_Flask/README.md\r\n\r\n* Usage video of the application : https://www.linkedin.com/posts/1dfurkan_neuralstyletransfer-computervision-machinelearning-activity-6717726740375969792-RkTN\r\n\r\n### Use of the application\r\n\r\n* First, go to the folder named models and run the code. (Since the size of the model (500 mb) is very large, you will download the model remotely with this code.)\r\ncode : \r\n```linux\r\nbash ./download_models.sh\r\n```\r\n\r\n* Now let's install the modules required for the operation of this web application with pip.\r\ncode :\r\n```linux\r\npip3 install -r requirements.txt\r\n```\r\n\r\n* Now everything is ok, we can run the application :).\r\ncode :\r\n```linux\r\npython3 main.py\r\n```\r\n\r\n* If you see the picture below, everything is fine, proceed to the link in the window that opens and enjoy the application.\r\n![Screenshot_2020-10-02_11-32-26](https://user-images.githubusercontent.com/54184905/94903869-18f7b780-04a3-11eb-874b-9562fbd8afc5.png)\r\n\r\n### Application images\r\n\r\n![Screenshot_20201002-114542_Chrome](https://user-images.githubusercontent.com/54184905/94905164-16965d00-04a5-11eb-9e6b-fe9dde6fc3be.jpg)\r\n\r\n![Screenshot_2020-10-02_11-41-41](https://user-images.githubusercontent.com/54184905/94904812-907a1680-04a4-11eb-8aa7-9cf0bce492e7.png)\r\n\r\n![Screenshot_2020-10-02_11-41-59](https://user-images.githubusercontent.com/54184905/94904822-94a63400-04a4-11eb-9cfe-f76cfb2eec73.png)\r\n\r\n![Screenshot_2020-10-02_11-43-03](https://user-images.githubusercontent.com/54184905/94904796-8c4df900-04a4-11eb-9aca-e0d7f875fb80.png)\r\n\r\n![Screenshot_2020-10-02_11-43-25](https://user-images.githubusercontent.com/54184905/94904816-9243da00-04a4-11eb-80ad-0b8f52905ab3.png)\r\n\r\n### Test results\r\n\r\n* **Style Image**\r\n \r\n![out1](https://user-images.githubusercontent.com/54184905/94905312-5a896200-04a5-11eb-8cdf-1e67bc064b4f.png)\r\n\r\n![out1(1)](https://user-images.githubusercontent.com/54184905/94905334-61b07000-04a5-11eb-8ef8-3465f30dc7c9.png)\r\n\r\n* **Style Video**\r\n\r\n![asdddd-min](https://user-images.githubusercontent.com/54184905/94905674-edc29780-04a5-11eb-8078-11be4947aba9.gif)\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fahmetfurkandemir%2Fstylepy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fahmetfurkandemir%2Fstylepy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fahmetfurkandemir%2Fstylepy/lists"}