{"id":20812376,"url":"https://github.com/osmr/imgret","last_synced_at":"2025-06-23T20:06:49.121Z","repository":{"id":131249437,"uuid":"162382227","full_name":"osmr/imgret","owner":"osmr","description":"Sandbox for image retrieval models and algorithms","archived":false,"fork":false,"pushed_at":"2018-12-19T14:08:24.000Z","size":15,"stargazers_count":20,"open_issues_count":0,"forks_count":4,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-06-23T20:06:48.100Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/osmr.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":"2018-12-19T04:20:34.000Z","updated_at":"2024-01-04T16:29:03.000Z","dependencies_parsed_at":"2023-03-10T16:45:54.967Z","dependency_job_id":null,"html_url":"https://github.com/osmr/imgret","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/osmr/imgret","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/osmr%2Fimgret","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/osmr%2Fimgret/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/osmr%2Fimgret/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/osmr%2Fimgret/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/osmr","download_url":"https://codeload.github.com/osmr/imgret/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/osmr%2Fimgret/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261548736,"owners_count":23175495,"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":[],"created_at":"2024-11-17T20:53:43.647Z","updated_at":"2025-06-23T20:06:49.092Z","avatar_url":"https://github.com/osmr.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sandbox for image retrieval models and algorithms\nNow the repository constains only python scripts for classical VLAD image descriptor.\n\nSee the reference papers:\n- [\"Hervé Jégou, Matthijs Douze, Cordelia Schmid, Patrick Pérez, Aggregating local descriptors into a compact image representation, CVPR, 2010\"](https://hal.inria.fr/inria-00548637/document)\n- [\"Hervé Jégou, Florent Perronnin, Matthijs Douze, Jorge Sánchez, Patrick Pérez, Cordelia Schmid, Aggregating local image descriptors into compact codes, IEEE Trans on PAMI, 2012\"](https://hal.inria.fr/inria-00633013/document)\n- [\"Relja Arandjelovic, Andrew Zisserman, All about VLAD, CVPR , 2013\"](https://www.robots.ox.ac.uk/~vgg/publications/2013/arandjelovic13/arandjelovic13.pdf)\n\n## Installation\n\nFor using SIFT and SURF you have to compile and install OpenCV with OpenCV Contribs, and Python, SIFT/SURF support. \n\n## Remarks\n\nFor SuperPoint local features you should to download model weights from repo [MagicLeapResearch/SuperPointPretrainedNetwork](https://github.com/MagicLeapResearch/SuperPointPretrainedNetwork). \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fosmr%2Fimgret","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fosmr%2Fimgret","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fosmr%2Fimgret/lists"}