{"id":20371313,"url":"https://github.com/carnotresearch/cr-vision","last_synced_at":"2026-05-13T12:46:10.306Z","repository":{"id":86086518,"uuid":"142256002","full_name":"carnotresearch/cr-vision","owner":"carnotresearch","description":"Computer Vision Tools and Applications by Carnot Research","archived":false,"fork":false,"pushed_at":"2021-04-25T13:32:23.000Z","size":84749,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-08-30T19:47:26.537Z","etag":null,"topics":["computer-vision","opencv","opencv-python"],"latest_commit_sha":null,"homepage":"https://cr-vision.carnotresearch.com","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/carnotresearch.png","metadata":{"files":{"readme":"README.rst","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","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":"2018-07-25T06:17:12.000Z","updated_at":"2021-12-10T04:23:14.000Z","dependencies_parsed_at":null,"dependency_job_id":"210de701-dc1a-444a-8b9a-d264e3a69c3e","html_url":"https://github.com/carnotresearch/cr-vision","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/carnotresearch/cr-vision","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/carnotresearch%2Fcr-vision","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/carnotresearch%2Fcr-vision/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/carnotresearch%2Fcr-vision/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/carnotresearch%2Fcr-vision/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/carnotresearch","download_url":"https://codeload.github.com/carnotresearch/cr-vision/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/carnotresearch%2Fcr-vision/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274358876,"owners_count":25270681,"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","status":"online","status_checked_at":"2025-09-09T02:00:10.223Z","response_time":80,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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","opencv","opencv-python"],"created_at":"2024-11-15T01:07:25.467Z","updated_at":"2025-10-26T16:40:34.178Z","avatar_url":"https://github.com/carnotresearch.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"CR-Vision: Amazing Computer Vision Pipelines\n==============================================\n\n* `Documentation \u003chttps://cr-vision.carnotresearch.com/index.html\u003e`_\n* `GITHUB \u003chttps://github.com/carnotresearch/cr-vision\u003e`_\n* `Issue Tracker \u003chttps://github.com/carnotresearch/cr-vision/issues\u003e`_\n* `About Us \u003chttps://www.carnotresearch.com/\u003e`_\n\nOverview\n----------\n\nThis package is an excellent collection of modules and \nscripts for day to day computer vision tasks. \n\nIt builds on top of extensive ecosystem of image\nprocessing, computer vision and deep learning libraries\navailable in Python including OpenCV, ImageIO, Pillow,\nTensorFlow, Keras, Scikit-Image and Scikit-Video.\nIt also leverages other scientific computing and\nmachine learning packages.\n\nIt uses *Rx: Reactive Extensions for Python* to build\nsophisticated, optimized, stream oriented and push based\ncomputer vision pipelines. This is great for large \ncomputer vision applications involving a number of \nmoving and sophisticated sub-systems.\n\nAvailable functionality spans following areas:\n\n* Basic image processing operations\n* A variety of filters and effects\n* Basic editing of images\n* Image restoration (denoising, super-resolution)\n* Face detection\n* Template matching\n* Pedestrian detection\n* Image classification\n* Traffic monitoring\n\n\n\nInstalling\n--------------------\n\n.. highlight:: shell\n\nFrom PIP:: \n\n    python -m pip install cr-vision\n\n\nDirectly from GITHUB::\n\n    python -m pip install git+https://github.com/carnotresearch/cr-vision.git\n\n\nWorking with the source code in development mode\n-----------------------------------------------------\n\n\nClone the repository::\n\n    git clone https://github.com/carnotresearch/cr-vision.git\n\n\nChange into the code::\n\n    cd cr-vision\n\n\nEnsure that the dependencies are installed::\n\n    python -m pip install -r requirements.txt\n\n\nInstall the package in development mode::\n\n    python -m pip install -e .\n\n\nExamples\n-----------------\n\n\nExplore the examples directory::\n\n    cd examples/basic\n\n\nRun an example::\n\n    python ex_add_logo.py\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcarnotresearch%2Fcr-vision","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcarnotresearch%2Fcr-vision","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcarnotresearch%2Fcr-vision/lists"}