{"id":18366419,"url":"https://github.com/aveek-saha/viraliq","last_synced_at":"2025-10-23T16:31:31.885Z","repository":{"id":47065667,"uuid":"248397282","full_name":"Aveek-Saha/VIRALIQ","owner":"Aveek-Saha","description":"Code implementation \u0026 CLI tool for the paper: \"Graph Based Temporal Aggregation for Video Retrieval\"","archived":false,"fork":false,"pushed_at":"2021-09-18T03:11:25.000Z","size":1037,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-16T07:46:04.570Z","etag":null,"topics":["graphsage","msr-vtt","resnet","temporal-cluster","video","video-embedding","video-retrieval"],"latest_commit_sha":null,"homepage":"https://arxiv.org/abs/2011.02426v1","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/Aveek-Saha.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}},"created_at":"2020-03-19T02:59:03.000Z","updated_at":"2022-04-03T03:31:02.000Z","dependencies_parsed_at":"2022-09-03T15:13:34.821Z","dependency_job_id":null,"html_url":"https://github.com/Aveek-Saha/VIRALIQ","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aveek-Saha%2FVIRALIQ","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aveek-Saha%2FVIRALIQ/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aveek-Saha%2FVIRALIQ/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aveek-Saha%2FVIRALIQ/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Aveek-Saha","download_url":"https://codeload.github.com/Aveek-Saha/VIRALIQ/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248225909,"owners_count":21068080,"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":["graphsage","msr-vtt","resnet","temporal-cluster","video","video-embedding","video-retrieval"],"created_at":"2024-11-05T23:17:35.159Z","updated_at":"2025-10-23T16:31:31.816Z","avatar_url":"https://github.com/Aveek-Saha.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Graph Based Temporal Aggregation for Video Retrieval\n\n[![Build/Publish](https://github.com/Aveek-Saha/VIRALIQ/actions/workflows/python-publish.yml/badge.svg)](https://github.com/Aveek-Saha/VIRALIQ/actions/workflows/python-publish.yml)\n[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/graph-based-temporal-aggregation-for-video/video-retrieval-on-msr-vtt)](https://paperswithcode.com/sota/video-retrieval-on-msr-vtt?p=graph-based-temporal-aggregation-for-video)\n\n**VIRALIQ**: ***VI***deo ***R***etriev***AL*** through ***I***mage ***Q***ueries\n\nIf you're looking for just the source code, it can be found on the [`source branch`](https://github.com/Aveek-Saha/VIRALIQ/tree/source).\n\n## Dependencies\n\n### FFmpeg\nFFmpeg is required for extracting frames from videos. Download links can be found [here](https://ffmpeg.org/download.html).\n\n**Note:** Windows users will have to add the FFmpeg bin folder to the PATH variable.\n\n\n## Installation\n\nInstall the package using pip\n```\npip install viraliq\n```\n\n## CLI usage\n\n### Create embeddings\nCreate video embeddings\n```\nviraliq cluster \"PATH_TO_VIDEO_DIR\"\n```\n\n### Search\nSearch using an image query\n```\nviraliq search \"PATH_TO_VIDEO_DIR\" \"PATH_TO_IMAGE\"\n```\n\n## Citing\n\nIf you find VIRALIQ useful please cite the following paper:\n\n```\nSrinivasan, Arvind, Aprameya Bharadwaj, Aveek Saha, and Subramanyam Natarajan. \"Graph Based Temporal Aggregation for Video Retrieval.\" arXiv preprint arXiv:2011.02426 (2020).\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faveek-saha%2Fviraliq","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faveek-saha%2Fviraliq","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faveek-saha%2Fviraliq/lists"}