{"id":22873337,"url":"https://github.com/ibz-04/obj-detection","last_synced_at":"2026-04-16T12:01:49.024Z","repository":{"id":258827250,"uuid":"875550610","full_name":"iBz-04/Obj-detection","owner":"iBz-04","description":"Detecting common objects in context with TensorFlow","archived":false,"fork":false,"pushed_at":"2024-10-23T10:34:26.000Z","size":10427,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-08-03T23:56:59.351Z","etag":null,"topics":["computer-vision","object-detection","ocr","tensorflow"],"latest_commit_sha":null,"homepage":"","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/iBz-04.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":"2024-10-20T09:35:39.000Z","updated_at":"2025-03-13T23:11:14.000Z","dependencies_parsed_at":"2024-10-29T03:53:24.935Z","dependency_job_id":null,"html_url":"https://github.com/iBz-04/Obj-detection","commit_stats":null,"previous_names":["ibz-04/obj-detection"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/iBz-04/Obj-detection","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iBz-04%2FObj-detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iBz-04%2FObj-detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iBz-04%2FObj-detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iBz-04%2FObj-detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iBz-04","download_url":"https://codeload.github.com/iBz-04/Obj-detection/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iBz-04%2FObj-detection/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31884929,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-16T11:36:10.202Z","status":"ssl_error","status_checked_at":"2026-04-16T11:36:09.652Z","response_time":69,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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","object-detection","ocr","tensorflow"],"created_at":"2024-12-13T14:18:35.492Z","updated_at":"2026-04-16T12:01:49.004Z","avatar_url":"https://github.com/iBz-04.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# Object Detection with TensorFlow SSD MobileNet V2\n\nThis project demonstrates object detection using TensorFlow's SSD MobileNet V2 model, a pre-trained model from the TensorFlow Object Detection API. The model is capable of detecting common objects in images with bounding boxes, class labels, and confidence scores(ranges from 0 = [lowest] to 1 = [highest] the closer the score is to 1 the better).\n\n\n## Installation\n\nRun locally\n\n```bash\ngit clone https://github.com/iBz-04/Obj-detection\ncd https://github.com/iBz-04/Obj-detection\n```\n    \n## Requirements\n\n- Python 3.x\n- TensorFlow 2.x\n- NumPy\n- OpenCV (cv2)\n- Pillow (PIL)\n- Matplotlib\n\n\n## Run Locally\n\nClone the project\n\n```bash\n  git clone https://github.com/iBz-04/Obj-detection\n```\n\nGo to the project directory\n\n```bash\n  cd https://github.com/iBz-04/Obj-detection\n```\n\nInstall dependencies\n\n```bash\n  pip install tensorflow \n  pip install numpy \n  pip install opencv-python\n  pip install pillow \n  pip install matplotlib\n```\n\n* Download the pre-trained SSD MobileNet V2 model from the TensorFlow Model Zoo and place it in the models/ssd_mobilenet_v2_fpnlite_640x640_coco17_tpu-8/ directory\n\n\n\n## Example Output\nWhen you run the script on an image, the output will look similar to this:\n\n\u003cimg src=\"https://res.cloudinary.com/diekemzs9/image/upload/v1729453505/Screenshot_2024-10-20_220015_fsm189.png\" alt=\"Original Image\" width=\"800\"/\u003e\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fibz-04%2Fobj-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fibz-04%2Fobj-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fibz-04%2Fobj-detection/lists"}