{"id":28000800,"url":"https://github.com/virgiledjimgou/deep-learning-opencv_3","last_synced_at":"2026-04-26T22:31:30.367Z","repository":{"id":155261341,"uuid":"122227332","full_name":"VirgileDjimgou/Deep-Learning-OpenCV_3","owner":"VirgileDjimgou","description":"the Main Purpose of these Project is to Classifying / recognise  images using deep learning and OpenCV . here i have implemented Python script that will use OpenCV dnn Module  , Caffe Deep Learning Frameworks  and MobilelNet (pre-trained on ImageNet) to classify and recognise images.","archived":false,"fork":false,"pushed_at":"2023-08-21T00:35:47.000Z","size":94557,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-05-08T23:55:04.885Z","etag":null,"topics":["caffe","classification","deep-learning","dnn","image-processing","opencv","python"],"latest_commit_sha":null,"homepage":"","language":null,"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/VirgileDjimgou.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,"zenodo":null}},"created_at":"2018-02-20T16:55:24.000Z","updated_at":"2023-08-21T00:32:31.000Z","dependencies_parsed_at":null,"dependency_job_id":"607ead47-4fab-433b-b732-c5f540b7e3df","html_url":"https://github.com/VirgileDjimgou/Deep-Learning-OpenCV_3","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/VirgileDjimgou/Deep-Learning-OpenCV_3","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VirgileDjimgou%2FDeep-Learning-OpenCV_3","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VirgileDjimgou%2FDeep-Learning-OpenCV_3/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VirgileDjimgou%2FDeep-Learning-OpenCV_3/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VirgileDjimgou%2FDeep-Learning-OpenCV_3/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/VirgileDjimgou","download_url":"https://codeload.github.com/VirgileDjimgou/Deep-Learning-OpenCV_3/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VirgileDjimgou%2FDeep-Learning-OpenCV_3/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32315711,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-26T21:09:39.134Z","status":"ssl_error","status_checked_at":"2026-04-26T21:09:21.240Z","response_time":129,"last_error":"SSL_read: 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":["caffe","classification","deep-learning","dnn","image-processing","opencv","python"],"created_at":"2025-05-08T23:55:04.225Z","updated_at":"2026-04-26T22:31:30.352Z","avatar_url":"https://github.com/VirgileDjimgou.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"the Main Purpose of these Project is to Classifying images using deep learning and OpenCV . here i have implemented Python script that will use OpenCV dnn Module  and GoogleLeNet (pre-trained on ImageNet) to classify images.\n\n# Realtime Object Recognition with Deep-Learning-OpenCV_3\n\nRealtime object recognition using the OpenCV 3.3 dnn module + pretrained MobileNetSSD caffemodel.\n\n\n## Installation\nAll the dependencies can be installed using `pip`. Just use the following command from the root directory of the project.\n```bash\npip3 install -r requirements.txt\n```\n\n## How to run this script?\nThere are two options for video source:\n\n * Webcam\n * Android device running IP Camera (https://play.google.com/store/apps/details?id=com.pas.webcam\u0026hl=en)\n\nTo run the script using webcam as source :\n\n```bash\npython3 real_time_object_detection.py --prototxt MobileNetSSD_deploy.prototxt.txt --model MobileNetSSD_deploy.caffemodel --source webcam\n```\n\nTo run the script using IP Webcam as source, open the `real_time_object_detection.py` and edit the following line to match your host :\n\n```python\nhost = 'http://192.168.0.101:8080/'\n```\n\nThen to run the script using IP as source :\n\n```bash\npython3 real_time_object_detection.py --prototxt MobileNetSSD_deploy.prototxt.txt --model MobileNetSSD_deploy.caffemodel --source web\n```\n\nFor any questions, create an issue in this repository.\n\nWho made this\n--------------\n\n| \u003ca href=\"https://github.com/VirgileDjimgou\"\u003e\u003cimg src=\"https://avatars1.githubusercontent.com/u/8148300?s=400\u0026v=4\" alt=\"IoEngine\" align=\"left\" height=\"100\" width=\"100\" /\u003e\u003c/a\u003e\n|---\n| [VirgileDjimgou](https://github.com/VirgileDjimgou)\n\n\nContribute\n----------\n\n1. Create an issue to discuss about your idea\n2. [Fork it] (https://github.com/VirgileDjimgou/Deep-Learning-OpenCV_3)\n3. Create your feature branch (`git checkout -b my-new-feature`)\n4. Commit your changes (`git commit -am 'Add some feature'`)\n5. Push to the branch (`git push origin my-new-feature`)\n6. Create a new Pull Request\n7. Profit! :white_check_mark:\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvirgiledjimgou%2Fdeep-learning-opencv_3","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvirgiledjimgou%2Fdeep-learning-opencv_3","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvirgiledjimgou%2Fdeep-learning-opencv_3/lists"}