{"id":13642404,"url":"https://github.com/aliardan/RoadMarkingDetection","last_synced_at":"2025-04-20T16:32:16.489Z","repository":{"id":169896811,"uuid":"362565167","full_name":"aliardan/RoadMarkingDetection","owner":"aliardan","description":"Road markings detection using yolov5 model based on ONNX","archived":false,"fork":false,"pushed_at":"2024-05-20T06:30:21.000Z","size":26202,"stargazers_count":24,"open_issues_count":7,"forks_count":5,"subscribers_count":3,"default_branch":"main","last_synced_at":"2024-11-09T13:38:39.936Z","etag":null,"topics":["c-sharp","deep-learning","dotnet-core","jupyter-notebook","object-detection","onnx","pytorch","yolo","yolov5"],"latest_commit_sha":null,"homepage":"","language":"C#","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/aliardan.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":"2021-04-28T18:12:50.000Z","updated_at":"2024-10-30T04:53:40.000Z","dependencies_parsed_at":"2024-11-09T13:43:00.266Z","dependency_job_id":null,"html_url":"https://github.com/aliardan/RoadMarkingDetection","commit_stats":null,"previous_names":["aliardan/roadmarkingdetection"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aliardan%2FRoadMarkingDetection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aliardan%2FRoadMarkingDetection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aliardan%2FRoadMarkingDetection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aliardan%2FRoadMarkingDetection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aliardan","download_url":"https://codeload.github.com/aliardan/RoadMarkingDetection/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249926342,"owners_count":21346539,"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":["c-sharp","deep-learning","dotnet-core","jupyter-notebook","object-detection","onnx","pytorch","yolo","yolov5"],"created_at":"2024-08-02T01:01:31.011Z","updated_at":"2025-04-20T16:32:16.483Z","avatar_url":"https://github.com/aliardan.png","language":"C#","readme":"# \u003cdiv align=\"center\"\u003eRoad Marking Detection\u003c/div\u003e\n\n\u003cdiv align=\"center\"\u003e\nRoad markings detection using custom yolov5 model based on ONNX, .NET 8.0\n  \u003cp\u003e\n    \u003ca href=\"https://github.com/aliardan/RoadMarkingDetection\" target=\"_blank\"\u003e\n      \u003cimg width=\"96.5%\" src=\"https://raw.githubusercontent.com/aliardan/RoadMarkingDetection/main/RoadMarkingDetection/Assets/output/result3.jpg\"\u003e\u003c/a\u003e\n  \u003c/p\u003e\n\n\u003cdiv style=\"display: flex; flex-wrap: wrap; justify-content: space-between;\"\u003e\n    \u003cimg src=\"https://github.com/aliardan/RoadMarkingDetection/blob/main/RoadMarkingDetection/Assets/output/result1.jpg\" width=\"48%\"\u003e\n    \u003cimg src=\"https://github.com/aliardan/RoadMarkingDetection/blob/main/RoadMarkingDetection/Assets/output/result2.jpg\" width=\"48%\"\u003e\n    \u003cimg src=\"https://github.com/aliardan/RoadMarkingDetection/blob/main/RoadMarkingDetection/Assets/output/result4.jpg\" width=\"48%\"\u003e\n    \u003cimg src=\"https://github.com/aliardan/RoadMarkingDetection/blob/main/RoadMarkingDetection/Assets/output/result5.jpg\" width=\"48%\"\u003e\n\u003c/div\u003e\n\u003c/div\u003e\n\n# Usage\n## Running ML Dotnet Road marking detection using Yolov5 in Colab \u003ca href=\"https://colab.research.google.com/drive/1w7eW3AP1qOfOwXsXKK9KsRW8xc-WYVrz\"\u003e \u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/\u003e\nIn this tutorial, we will learn how to detect road markings using Yolov5 and ML Dotnet which is a machine learning framework for .NET.\n\n## Running with Package Manager Console\n```\nNuGet\\Install-Package Aliardan.RoadMarkingDetection -Version 2.0.6\n```\n\n# Dependencies\n\n1. .NET 8.0\n2. Aliardan.Scorer (\u003e= 2.0.6)\n3. Microsoft.ML (\u003e= 2.0.1)\n4. Microsoft.ML.OnnxRuntime (\u003e= 1.16.3)\n5. SixLabors.Fonts (\u003e= 2.0.2)\n6. SixLabors.ImageSharp (\u003e= 3.0.2)\n7. SixLabors.ImageSharp.Drawing (\u003e= 2.0.1)\n\n# Additional information\n\n⭐[YOLOv5](https://github.com/ultralytics/yolov5)\n\n⭐[Train Custom Data](https://github.com/ultralytics/yolov5/wiki/Train-Custom-Data)\n\n⭐[Tips for Best Training Results](https://github.com/ultralytics/yolov5/wiki/Tips-for-Best-Training-Results)\n\n⭐[ONNX and TorchScript Export](https://github.com/ultralytics/yolov5/issues/251)\n\n⭐[Test-Time Augmentation (TTA)](https://github.com/ultralytics/yolov5/issues/303)\n\n# Report templates\n\n⚡[Bug report template](https://github.com/aliardan/RoadMarkingDetection/blob/6fe81549bb4d31c9a9a1c1ab2597a11a601bd668/.github/ISSUE_TEMPLATE/bug_report.md)\n\n⚡[Feature request template](https://github.com/aliardan/RoadMarkingDetection/blob/6fe81549bb4d31c9a9a1c1ab2597a11a601bd668/.github/ISSUE_TEMPLATE/feature_request.md)\n","funding_links":[],"categories":["Uncategorized","Other Versions of YOLO"],"sub_categories":["Uncategorized"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faliardan%2FRoadMarkingDetection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faliardan%2FRoadMarkingDetection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faliardan%2FRoadMarkingDetection/lists"}