{"id":26876862,"url":"https://github.com/serre-lab/warped","last_synced_at":"2025-05-07T15:08:54.563Z","repository":{"id":243671912,"uuid":"807132539","full_name":"serre-lab/Warped","owner":"serre-lab","description":"Personal toolbox for image Warping","archived":false,"fork":false,"pushed_at":"2024-08-24T23:13:34.000Z","size":7700,"stargazers_count":4,"open_issues_count":1,"forks_count":0,"subscribers_count":16,"default_branch":"main","last_synced_at":"2025-05-07T15:08:43.559Z","etag":null,"topics":["computer-vision","data-augmentation","deformation","differentiable-deformation","differentiable-warping","image-deformation","image-processing","image-warping","pytorch","warping"],"latest_commit_sha":null,"homepage":"https://serre-lab.github.io/Warped/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/serre-lab.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2024-05-28T14:38:40.000Z","updated_at":"2025-03-22T14:59:56.000Z","dependencies_parsed_at":"2024-08-25T00:24:42.412Z","dependency_job_id":"04873e8d-64f9-4d36-98b3-f3199c8eb588","html_url":"https://github.com/serre-lab/Warped","commit_stats":null,"previous_names":["serre-lab/warped"],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/serre-lab%2FWarped","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/serre-lab%2FWarped/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/serre-lab%2FWarped/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/serre-lab%2FWarped/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/serre-lab","download_url":"https://codeload.github.com/serre-lab/Warped/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252902613,"owners_count":21822261,"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":["computer-vision","data-augmentation","deformation","differentiable-deformation","differentiable-warping","image-deformation","image-processing","image-warping","pytorch","warping"],"created_at":"2025-03-31T11:17:15.781Z","updated_at":"2025-05-07T15:08:54.537Z","avatar_url":"https://github.com/serre-lab.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"https://raw.githubusercontent.com/serre-lab/Warped/main/assets/banner.png\" width=\"75%\" alt=\"Torqueo logo\" align=\"center\" /\u003e\n\u003c/div\u003e\n\n\u003cdiv align=\"center\"\u003e\n    \u003ca href=\"#\"\u003e\n        \u003cimg src=\"https://img.shields.io/badge/Python-3.7, 3.8, 3.9, 3.10-efefef\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://github.com/serre-lab/Warped/actions/workflows/lint.yml/badge.svg\"\u003e\n        \u003cimg alt=\"PyLint\" src=\"https://github.com/serre-lab/Warped/actions/workflows/lint.yml/badge.svg\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://github.com/serre-lab/Warped/actions/workflows/tox.yml/badge.svg\"\u003e\n        \u003cimg alt=\"Tox\" src=\"https://github.com/serre-lab/Warped/actions/workflows/tox.yml/badge.svg\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://github.com/serre-lab/Warped/actions/workflows/publish.yml/badge.svg\"\u003e\n        \u003cimg alt=\"Pypi\" src=\"https://github.com/serre-lab/Warped/actions/workflows/publish.yml/badge.svg\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://pepy.tech/project/torqueo\"\u003e\n        \u003cimg alt=\"Pepy\" src=\"https://static.pepy.tech/badge/torqueo\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"#\"\u003e\n        \u003cimg src=\"https://img.shields.io/badge/License-MIT-efefef\"\u003e\n    \u003c/a\u003e\n\u003c/div\u003e\n\n**Torqueo** is a simple and hackable library for experimentation with image warping in **PyTorch**. It is designed to facilitate easy manipulation and transformation of images using various warping techniques.\n\n\n# 🚀 Getting Started with Torqueo\n\n**Torqueo** requires **Python 3.7** or newer and several dependencies, including **Numpy**. Installation is straightforward with **Pypi**:\n\n```bash\npip install torqueo\n```\n\nWith **Torqueo** installed, you can dive into image warping. The API is designed to be **intuitive**, requiring only a few hyperparameters to get started.\n\nExample usage:\n\n```python\nimport torch\nimport timm\nfrom torqueo import Fisheye\n\ntransformed_images = Fisheye()(images)\n```\n\n**Starter Notebook:** \u003ca href=\"https://colab.research.google.com/drive/1X_DuMAWEwE1GRMc7kyTIIg4xiiQWVJo3?usp=sharing\" target=\"_blank\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open in Google Colab\" style=\"vertical-align: middle;\"\u003e\u003c/a\u003e\n\n# Documentation\n**Torqueo** documentation can be found here: [Documentation](https://serre-lab.github.io/Warped/)\n\n# Examples of transformations\n\nBelow are some examples of image transformations using **Torqueo**.\n\n|  |  |  |\n|-|-|-|\n| \u003cimg src=\"https://raw.githubusercontent.com/serre-lab/Warped/main/assets/rabbit.jpg\" width=\"99%\" alt=\"Original Image\"\u003e\u003cbr\u003e **Original Image** | \u003cimg src=\"https://raw.githubusercontent.com/serre-lab/Warped/main/assets/transformations/barrel.jpg\" width=\"99%\" alt=\"Barrel\"\u003e\u003cbr\u003e **Barrel** | \u003cimg src=\"https://raw.githubusercontent.com/serre-lab/Warped/main/assets/transformations/fisheye.jpg\" width=\"99%\" alt=\"Fisheye\"\u003e\u003cbr\u003e **Fisheye**|\n| \u003cimg src=\"https://raw.githubusercontent.com/serre-lab/Warped/main/assets/transformations/perspective.jpg\" width=\"99%\" alt=\"Perspective\"\u003e\u003cbr\u003e **Perspective** | \u003cimg src=\"https://raw.githubusercontent.com/serre-lab/Warped/main/assets/transformations/pinch.jpg\" width=\"99%\" alt=\"Pinch\"\u003e\u003cbr\u003e **Pinch** | \u003cimg src=\"https://raw.githubusercontent.com/serre-lab/Warped/main/assets/transformations/spherize.jpg\" width=\"99%\" alt=\"Spherize\"\u003e\u003cbr\u003e **Spherize**|\n| \u003cimg src=\"https://raw.githubusercontent.com/serre-lab/Warped/main/assets/transformations/stretch.jpg\" width=\"99%\" alt=\"Stretch\"\u003e\u003cbr\u003e **Stretch** | \u003cimg src=\"https://raw.githubusercontent.com/serre-lab/Warped/main/assets/transformations/swirl.jpg\" width=\"99%\" alt=\"Swirl\"\u003e\u003cbr\u003e **Swirl** | \u003cimg src=\"https://raw.githubusercontent.com/serre-lab/Warped/main/assets/transformations/twirl.jpg\" width=\"99%\" alt=\"Twirl\"\u003e\u003cbr\u003e **Twirl**|\n| \u003cimg src=\"https://raw.githubusercontent.com/serre-lab/Warped/main/assets/transformations/wave.jpg\" width=\"99%\" alt=\"Wave\"\u003e\u003cbr\u003e **Wave** | | |\n\n# Authors of the code\n\n- [**Vipul Sharma**]() - vipul_sharma@brown.edu, Brown University\n- [**Thomas Fel**](https://thomasfel.fr) - thomas_fel@brown.edu, PhD Student DEEL (ANITI), Brown University\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fserre-lab%2Fwarped","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fserre-lab%2Fwarped","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fserre-lab%2Fwarped/lists"}