{"id":20858249,"url":"https://github.com/xtalism/object-detection","last_synced_at":"2025-04-10T21:09:51.489Z","repository":{"id":241650135,"uuid":"807356920","full_name":"Xtalism/object-detection","owner":"Xtalism","description":"Object detection with AI using YOLO V8, Opencv and Python 3.8.","archived":false,"fork":false,"pushed_at":"2024-08-06T21:07:02.000Z","size":1336,"stargazers_count":7,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-10T21:09:45.650Z","etag":null,"topics":["artificial-intelligence","computer-vision","object-detection","python3","yolov8"],"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/Xtalism.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":"2024-05-29T00:21:10.000Z","updated_at":"2025-01-06T06:34:18.000Z","dependencies_parsed_at":null,"dependency_job_id":"0425da4d-c47b-426c-bb6b-1ca638207e06","html_url":"https://github.com/Xtalism/object-detection","commit_stats":null,"previous_names":["xtalism/objectdetection"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Xtalism%2Fobject-detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Xtalism%2Fobject-detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Xtalism%2Fobject-detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Xtalism%2Fobject-detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Xtalism","download_url":"https://codeload.github.com/Xtalism/object-detection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248298331,"owners_count":21080320,"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":["artificial-intelligence","computer-vision","object-detection","python3","yolov8"],"created_at":"2024-11-18T04:45:20.034Z","updated_at":"2025-04-10T21:09:51.473Z","avatar_url":"https://github.com/Xtalism.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Object Detection\n\nThis a Computer Vision \"object detection\" project. I used Python 3.8 version, yolov8 (you can also use yolov5 if you want) and Opencv to write this program.\n\nIn order to install the necessary dependencies we use requirements.txt file and build our Python 3.8 virtual environment. \nJust as follows:\n\n    py -3.8 -m venv {namefyourvirtualenvironment}\n    py -m pip -r install requirements.txt\n\nIf you happen to change or add new dependencies, you can also make your own requirements.txt file as follows:\n\n    py -m pip freeze --local \u003e requirements.txt\n\nYou can make your own AI model with Yolov8 official website which includes a detailed tutorial on how to do it using [Yolov5](https://docs.ultralytics.com/yolov5/tutorials/train_custom_data/) or [Yolov8](https://docs.ultralytics.com/). You can also check its proper github [documentation](https://github.com/ultralytics/ultralytics).\n\nIf you wish, you can check [Roboflow's](https://blog.roboflow.com/how-to-train-yolov8-on-a-custom-dataset/) documentation also, and explore its open source computer vision datasets and APIs [here](https://universe.roboflow.com/).\n\n![datasets](img/datasets.png)\n\nI personally used a custom dataset [notebook](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolov8-object-detection-on-custom-dataset.ipynb#scrollTo=oe9vkEvFABbN) from Roboflow.\n\n![notebook](img/notebook.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxtalism%2Fobject-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fxtalism%2Fobject-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxtalism%2Fobject-detection/lists"}