{"id":15649569,"url":"https://github.com/ayushexel/detectx-yolo-v3","last_synced_at":"2025-04-30T16:20:09.565Z","repository":{"id":104386116,"uuid":"188978833","full_name":"AyushExel/Detectx-Yolo-V3","owner":"AyushExel","description":"Yolo-V3 implementation from scratch in pytorch","archived":false,"fork":false,"pushed_at":"2019-11-20T20:21:34.000Z","size":7527,"stargazers_count":39,"open_issues_count":3,"forks_count":36,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-04-30T16:19:52.575Z","etag":null,"topics":["computer-vision","deep-learning","deep-neural-networks","deeplearning","machine-learning","pytorch","yolov3"],"latest_commit_sha":null,"homepage":"","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/AyushExel.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":"2019-05-28T07:39:51.000Z","updated_at":"2023-10-13T17:59:58.000Z","dependencies_parsed_at":"2023-04-20T20:31:49.771Z","dependency_job_id":null,"html_url":"https://github.com/AyushExel/Detectx-Yolo-V3","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AyushExel%2FDetectx-Yolo-V3","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AyushExel%2FDetectx-Yolo-V3/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AyushExel%2FDetectx-Yolo-V3/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AyushExel%2FDetectx-Yolo-V3/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AyushExel","download_url":"https://codeload.github.com/AyushExel/Detectx-Yolo-V3/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251739819,"owners_count":21635925,"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":["computer-vision","deep-learning","deep-neural-networks","deeplearning","machine-learning","pytorch","yolov3"],"created_at":"2024-10-03T12:30:19.136Z","updated_at":"2025-04-30T16:20:09.539Z","avatar_url":"https://github.com/AyushExel.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"This is complementary code for the video series that explains the implementation of yolo-v3 from scratch, [available here](https://www.youtube.com/playlist?list=PLbMqOoYQ3MxxArhAqvki_WoWBTCc8fDHG).\n.\n[My channel](http://www.youtube.com/channel/UCgpckFNtZEOSjPFpQf-Kn8w) for cutting edge deep learning projects.\n\n# Yolo-V3\n\nyolov3.cfg (236 MB COCO Yolo v3) - requires 4 GB GPU-RAM: https://pjreddie.com/media/files/yolov3.weights\n\n# Test:\nRun the following command with optional commandline arguments to perform detections on images in 'images' folder. By default the 'result' folder will store the output.\n```\npython detect.py \n```\nRun the following command with optional commandline arguments to perform detections on videos\n```\npython detect_video.py\n```\n\n# Understand and implement the network from scratch (Video)\n[![](http://img.youtube.com/vi/chVamXQp9so\u0026list=PLbMqOoYQ3MxxArhAqvki_WoWBTCc8fDHG/0.jpg)](http://www.youtube.com/watch?v=chVamXQp9so\u0026list=PLbMqOoYQ3MxxArhAqvki_WoWBTCc8fDHG)\n\u003ca href=\"http://www.youtube.com/watch?v=chVamXQp9so\u0026list=PLbMqOoYQ3MxxArhAqvki_WoWBTCc8fDHG\n\" target=\"_blank\"\u003e\u003cimg src=\"http://i3.ytimg.com/vi/chVamXQp9so/hqdefault.jpg\" \nalt=\"\" width=\"400\" height=\"300\" border=\"10\" /\u003e\u003c/a\u003e\n\n# Some Outputs:\n![](https://github.com/AyushExel/Yolo-V3/blob/master/result/det_messi.jpg)\n![](https://github.com/AyushExel/Yolo-V3/blob/master/result/det_62bddd2a-89ab-11e7-8a03-f21d91374892-780x429.jpg)\n![](https://github.com/AyushExel/Yolo-V3/blob/master/result/det_person.jpg)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fayushexel%2Fdetectx-yolo-v3","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fayushexel%2Fdetectx-yolo-v3","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fayushexel%2Fdetectx-yolo-v3/lists"}