{"id":19532728,"url":"https://github.com/arnoutdevos/styletransfertensorflow","last_synced_at":"2026-04-19T01:07:22.481Z","repository":{"id":78215081,"uuid":"116688575","full_name":"ArnoutDevos/StyleTransferTensorFlow","owner":"ArnoutDevos","description":"Implementation of \"A Neural Algorithm of Artistic Style\" in TensorFlow","archived":false,"fork":false,"pushed_at":"2018-01-09T10:24:31.000Z","size":10467,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-08T17:22:05.603Z","etag":null,"topics":["style-transfer","tensorflow"],"latest_commit_sha":null,"homepage":null,"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/ArnoutDevos.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":"2018-01-08T14:42:59.000Z","updated_at":"2018-01-09T11:11:23.000Z","dependencies_parsed_at":"2023-04-28T09:02:49.783Z","dependency_job_id":null,"html_url":"https://github.com/ArnoutDevos/StyleTransferTensorFlow","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/ArnoutDevos%2FStyleTransferTensorFlow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ArnoutDevos%2FStyleTransferTensorFlow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ArnoutDevos%2FStyleTransferTensorFlow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ArnoutDevos%2FStyleTransferTensorFlow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ArnoutDevos","download_url":"https://codeload.github.com/ArnoutDevos/StyleTransferTensorFlow/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240788735,"owners_count":19857691,"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":["style-transfer","tensorflow"],"created_at":"2024-11-11T01:54:24.674Z","updated_at":"2026-04-19T01:07:17.338Z","avatar_url":"https://github.com/ArnoutDevos.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# StyleTransferTensorFlow\nImplementation of the paper \"[A Neural Algorithm of Artistic Style](http://arxiv.org/abs/1508.06576)\" in TensorFlow\n\nThe general idea is to take two images, and produce a new image that reflects the content of one but the artistic “style” of the other. We will do this by first formulating a loss function that matches the content and style of each respective image in the feature space of a deep neural network, and then performing gradient descent on the pixels of the image itself.\n\nA more verbose version giving a deeper explanation and going over equations can be found in the following blogpost [A Neural Algorithm of Artistic Style](https://arnoutdevos.github.io/A-Neural-Algorithm-of-Artistic-Style/).\n\n## Usage\n\n### Prerequisites\n1. Python 3\n2. TensorFlow\n3. Python packages : NumPy, SciPy\n4. Pretrained VGG19 file : [imagenet-vgg-verydeep-19.mat](http://www.vlfeat.org/matconvnet/models/imagenet-vgg-verydeep-19.mat)\n\n\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;* Download the file from the link above.  \n\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;* Save the file under `model/`\n\n### Running\n```\npython StyleTransferTensorFlow.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farnoutdevos%2Fstyletransfertensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farnoutdevos%2Fstyletransfertensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farnoutdevos%2Fstyletransfertensorflow/lists"}