{"id":13807840,"url":"https://github.com/harshtikuu/Abnormal_Event_Detection","last_synced_at":"2025-05-14T00:32:16.740Z","repository":{"id":201800321,"uuid":"107728986","full_name":"harshtikuu/Abnormal_Event_Detection","owner":"harshtikuu","description":"Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder","archived":false,"fork":false,"pushed_at":"2024-09-13T05:31:09.000Z","size":22873,"stargazers_count":176,"open_issues_count":31,"forks_count":87,"subscribers_count":13,"default_branch":"master","last_synced_at":"2024-11-18T23:53:43.651Z","etag":null,"topics":["anomaly-detection","convolutional-neural-networks","deep-learning","keras","livestream","lstm-neural-networks","machine-learning","neural-network","opencv","python","tensorflow","video-processing"],"latest_commit_sha":null,"homepage":null,"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/harshtikuu.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":"2017-10-20T21:38:44.000Z","updated_at":"2024-10-20T10:06:03.000Z","dependencies_parsed_at":null,"dependency_job_id":"dc44bb76-61dd-4206-95b1-69b7f58c2a69","html_url":"https://github.com/harshtikuu/Abnormal_Event_Detection","commit_stats":null,"previous_names":["harshtikuu/abnormal_event_detection"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/harshtikuu%2FAbnormal_Event_Detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/harshtikuu%2FAbnormal_Event_Detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/harshtikuu%2FAbnormal_Event_Detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/harshtikuu%2FAbnormal_Event_Detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/harshtikuu","download_url":"https://codeload.github.com/harshtikuu/Abnormal_Event_Detection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254046450,"owners_count":22005595,"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":["anomaly-detection","convolutional-neural-networks","deep-learning","keras","livestream","lstm-neural-networks","machine-learning","neural-network","opencv","python","tensorflow","video-processing"],"created_at":"2024-08-04T01:01:31.063Z","updated_at":"2025-05-14T00:32:11.720Z","avatar_url":"https://github.com/harshtikuu.png","language":"Python","funding_links":[],"categories":["Video Understanding"],"sub_categories":[],"readme":"# Abnormal_Event_Detection\nAbnormal Event Detection in Videos using SpatioTemporal AutoEncoder\n\n\nCode for the [paper](https://arxiv.org/abs/1701.01546).\n\n\n# Dependencies:\n\n\nInstall ffmpeg for Video frame extraction.\n\n\n# Library based Dependencies:\n\nnumpy\n\nsklearn\n\nkeras\n\ntensorflow\n\nh5py\n\nscipy\n\nOpenCV\n\n\n# Instructions\n\nRun processor.py with args the path of Video directory and frame rate.\n\n\nRun train.py to train the model\n\n\nRun test.py to test on testing data.\n\nRun start_live_feed.py to test the model on live webcam feed.\n\n\nYou can adjust the threshold parameter in test.py to different values to adjust sensitivity\n\nDatasets Recommended: Avenue Dataset for Anomaly Detection\n\n## Star History\n\n[![Star History Chart](https://api.star-history.com/svg?repos=harshtikuu/Abnormal_Event_Detection\u0026type=Date)](https://star-history.com/#harshtikuu/Abnormal_Event_Detection\u0026Date)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fharshtikuu%2FAbnormal_Event_Detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fharshtikuu%2FAbnormal_Event_Detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fharshtikuu%2FAbnormal_Event_Detection/lists"}