{"id":21582571,"url":"https://github.com/zainashrafofficial/image_objects_detector","last_synced_at":"2025-04-10T18:54:15.296Z","repository":{"id":245848291,"uuid":"819370554","full_name":"zainashrafofficial/Image_Objects_Detector","owner":"zainashrafofficial","description":"Objects Detection in Image using Python, YOLO and OpenCV","archived":false,"fork":false,"pushed_at":"2024-06-24T12:55:08.000Z","size":2419,"stargazers_count":6,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-24T16:41:45.879Z","etag":null,"topics":["desktop-application","opencv","python","vscode","yolo"],"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/zainashrafofficial.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":"2024-06-24T11:20:21.000Z","updated_at":"2024-07-15T10:36:14.000Z","dependencies_parsed_at":"2024-06-28T08:15:59.568Z","dependency_job_id":null,"html_url":"https://github.com/zainashrafofficial/Image_Objects_Detector","commit_stats":null,"previous_names":["zainashrafofficial/image_objects_detector"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zainashrafofficial%2FImage_Objects_Detector","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zainashrafofficial%2FImage_Objects_Detector/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zainashrafofficial%2FImage_Objects_Detector/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zainashrafofficial%2FImage_Objects_Detector/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zainashrafofficial","download_url":"https://codeload.github.com/zainashrafofficial/Image_Objects_Detector/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248275453,"owners_count":21076596,"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":["desktop-application","opencv","python","vscode","yolo"],"created_at":"2024-11-24T14:16:17.138Z","updated_at":"2025-04-10T18:54:15.274Z","avatar_url":"https://github.com/zainashrafofficial.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Objects Detection in Image\nObjects of Image Detection using Python, YOLO and OpenCV. This is the project which i have created just for fun and an assigned task to me from my office colleague, i had no expderience of python before this, i am new to python, as i have experience in Web Apps and Websites. But, this i accepted this challenge and create my first python project of \u003cb\u003eObjects Detection in Image\u003c/b\u003e. I created it in just a one day using AI and my creativity.\n\n## Steps to Run this Application\n\u003cul\u003e\n  \u003cli\u003e\n    Python Installed and also Included in Environment Variables.\n  \u003c/li\u003e\n  \u003cli\u003e\n    OpenCV, Python's Library which you can install using command: \"pip install opencv-python\"\n  \u003c/li\u003e\n  \u003cli\u003e\n    Yolo, YOLO is a object detection algorithm which stand for You Only Look Once. I've implemented the algorithm in Python using pre-trained weights using YOLO. You can install it using command: \"pip install yolo\"\n  \u003c/li\u003e\n\u003c/ul\u003e\n\n\n\u003ctable\u003e\n  \u003ctbody\u003e\n\t\u003ctr align=\"center\"\u003e\n\t\t\u003cth\u003e\u003cstrong\u003eGaming Cars Detection\u003c/strong\u003e\u003c/th\u003e\n\t\u003c/tr\u003e\n\t\u003ctr align=\"center\"\u003e\n\t\t\u003ctd\u003e\u003cimg src=\"https://github.com/zainashrafofficial/Image_Objects_Detector/blob/main/detect%20Image%201.jpg\"\u003e\u003c/td\u003e\t\t\n\t\u003c/tr\u003e\n\t  \u003ctr align=\"center\"\u003e\n\t\t\u003cth\u003e\u003cstrong\u003eOffice Room Image\u003c/strong\u003e\u003c/th\u003e\n\t\u003c/tr\u003e\n\t\u003ctr align=\"center\"\u003e\n\t\t\u003ctd style=\"width: 100%;\"\u003e\u003cimg src=\"https://github.com/zainashrafofficial/Image_Objects_Detector/blob/main/Brother%20Image%20objects%20Detected.png\"\u003e\u003c/td\u003e\n\t\u003c/tr\u003e\n\t\u003ctr align=\"center\"\u003e\n\t\t\u003cth\u003e\u003cstrong\u003eReal Cars Detection\u003c/strong\u003e\u003c/th\u003e\n\t\u003c/tr\u003e\n\t\u003ctr align=\"center\"\u003e\n\t\t\u003ctd\u003e\u003cimg src=\"https://github.com/zainashrafofficial/Image_Objects_Detector/blob/main/detect%20image%202.jpg\"\u003e\u003c/td\u003e\n\t\u003c/tr\u003e\n\t\u003ctr align=\"center\"\u003e\n\t\t\u003cth\u003e\u003cstrong\u003eReal Room Detection\u003c/strong\u003e\u003c/th\u003e\n\t\u003c/tr\u003e\n\t\u003ctr align=\"center\"\u003e\n\t\t\u003ctd style=\"width: 100%;\"\u003e\u003cimg src=\"https://github.com/zainashrafofficial/Image_Objects_Detector/blob/main/detect%20image%203.jpg\"\u003e\u003c/td\u003e\n\t\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\n\nYou can use pretrained models for image objects detection as a beginner, Pre-trained Models are the most common and beginner-friendly approach. You can use pre-trained models like YOLOv5, SSD (Single Shot MultiBox Detector), or Faster R-CNN with libraries like TensorFlow or PyTorch. These models are already trained on large datasets and can detect various objects.\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzainashrafofficial%2Fimage_objects_detector","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzainashrafofficial%2Fimage_objects_detector","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzainashrafofficial%2Fimage_objects_detector/lists"}