{"id":20628772,"url":"https://github.com/sriramsk1999/video-database-search","last_synced_at":"2026-05-05T19:31:45.225Z","repository":{"id":67330782,"uuid":"271793185","full_name":"sriramsk1999/video-database-search","owner":"sriramsk1999","description":"Neural network to caption videos, deployed as a web application to search through videos using natural language queries.","archived":false,"fork":false,"pushed_at":"2020-07-15T05:38:22.000Z","size":24026,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2026-04-24T05:41:25.423Z","etag":null,"topics":["captions","flask","opencv","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","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/sriramsk1999.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":"2020-06-12T12:29:49.000Z","updated_at":"2021-03-28T03:31:55.000Z","dependencies_parsed_at":"2023-05-18T17:45:53.853Z","dependency_job_id":null,"html_url":"https://github.com/sriramsk1999/video-database-search","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/sriramsk1999/video-database-search","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sriramsk1999%2Fvideo-database-search","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sriramsk1999%2Fvideo-database-search/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sriramsk1999%2Fvideo-database-search/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sriramsk1999%2Fvideo-database-search/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sriramsk1999","download_url":"https://codeload.github.com/sriramsk1999/video-database-search/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sriramsk1999%2Fvideo-database-search/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32664799,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-05T11:29:49.557Z","status":"ssl_error","status_checked_at":"2026-05-05T11:29:48.587Z","response_time":54,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["captions","flask","opencv","tensorflow"],"created_at":"2024-11-16T13:22:45.863Z","updated_at":"2026-05-05T19:31:45.208Z","avatar_url":"https://github.com/sriramsk1999.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Video Database Search\n\nA tool to search a raw video database through natural language queries.\n\n\n#### Image Captioning\n\ndownload_coco.py - downloads the images and the captions (MS-COCO)\n\nimg_caption.py - trains an encoder-decoder image captioning model using the data in annotations/ and train2017/\n\nmodels.py - Contains definitions for the encoder and decoder models \n\ngen_caption.py - evaluate image captioner with a test image\n\n----------\n\nannotations - captions for images\n\nencoder, decoder - checkpointed values for the two models\n\ntrain2017 - images\n\n\n\n#### Video Captioning\n\nverify_dataset.py -\u003e Verified the links provided in the dataset and saved the new verified links in a new json file\n\ndownload_dataset.py -\u003e Downloaded dataset from these verified links\n\ndetect_scene.py - splits a video into a series of chunks\n\ndetect_scene_multiple.py - segment the downloaded videos into chunks\n\ncaption_videos.py - uses the chunks in specified lcoations to generate a json file of captions for each chunk\n\n----------\n\n\nimpapp/impapp.py - flask web app\n\nimpapp/templates/index.html - webpage for flask app\n\nfinal.json - 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