{"id":24506981,"url":"https://github.com/trsvchn/deep-textures","last_synced_at":"2025-04-14T07:21:09.360Z","repository":{"id":149004982,"uuid":"335358398","full_name":"trsvchn/deep-textures","owner":"trsvchn","description":"Unofficial Reimplementation of \"Texture Synthesis Using Convolutional Neural Networks\" in PyTorch [Gatys et al. 2015](http://arxiv.org/abs/1505.07376)","archived":false,"fork":false,"pushed_at":"2021-02-04T14:00:09.000Z","size":3113,"stargazers_count":6,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-27T21:01:52.994Z","etag":null,"topics":["pytorch","reimplementation","texture-synthesis"],"latest_commit_sha":null,"homepage":"","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/trsvchn.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":"2021-02-02T16:47:35.000Z","updated_at":"2024-02-25T20:57:04.000Z","dependencies_parsed_at":null,"dependency_job_id":"b74a4f18-4f81-4a62-821a-960a5088d2d6","html_url":"https://github.com/trsvchn/deep-textures","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/trsvchn%2Fdeep-textures","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trsvchn%2Fdeep-textures/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trsvchn%2Fdeep-textures/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trsvchn%2Fdeep-textures/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/trsvchn","download_url":"https://codeload.github.com/trsvchn/deep-textures/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248837172,"owners_count":21169379,"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":["pytorch","reimplementation","texture-synthesis"],"created_at":"2025-01-21T23:43:05.948Z","updated_at":"2025-04-14T07:21:09.325Z","avatar_url":"https://github.com/trsvchn.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deep Textures\n\n\u003ca href=\"https://colab.research.google.com/github/trsvchn/deep-textures/blob/main/example.ipynb\" target=\"_parent\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/\u003e\u003c/a\u003e\n\nUnofficial Reimplementation of \"Texture Synthesis Using Convolutional Neural Networks\" in PyTorch\n(Gatys et al. [1])\n\n## Dependencies\n\n`python=3.8.5` `pytorch=1.7.1` `torchvision=0.8.2` `pillow=8.1.0`\n\n## Notes\n\nThis implementation uses pretrained `vgg19` model from the `torchvision` model zoo, thus model weights are\nnot scaled as described in the original paper.\n\n## References\n\n1. Gatys, L. A., Ecker, A. S., \u0026 Bethge, M. (2015). Texture synthesis using convolutional neural networks.\n   arXiv preprint [arXiv:1505.07376](http://arxiv.org/abs/1505.07376)\n2. [Official Caffe implementation](https://github.com/leongatys/DeepTextures)\n\n## Disclaimer\n\nThis software is published for academic and non-commercial use only.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftrsvchn%2Fdeep-textures","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftrsvchn%2Fdeep-textures","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftrsvchn%2Fdeep-textures/lists"}