{"id":13564453,"url":"https://github.com/robmarkcole/object-detection-app","last_synced_at":"2025-04-15T17:42:23.825Z","repository":{"id":37407694,"uuid":"229709104","full_name":"robmarkcole/object-detection-app","owner":"robmarkcole","description":"Simple object detection app with streamlit","archived":false,"fork":false,"pushed_at":"2021-10-12T23:11:10.000Z","size":21568,"stargazers_count":107,"open_issues_count":3,"forks_count":50,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-04-11T11:14:52.806Z","etag":null,"topics":["ai","object-detection","opencv","streamlit"],"latest_commit_sha":null,"homepage":"https://streamlit.io/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/robmarkcole.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}},"created_at":"2019-12-23T08:24:15.000Z","updated_at":"2025-01-15T12:38:20.000Z","dependencies_parsed_at":"2022-08-18T18:40:37.752Z","dependency_job_id":null,"html_url":"https://github.com/robmarkcole/object-detection-app","commit_stats":null,"previous_names":[],"tags_count":3,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/robmarkcole%2Fobject-detection-app","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/robmarkcole%2Fobject-detection-app/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/robmarkcole%2Fobject-detection-app/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/robmarkcole%2Fobject-detection-app/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/robmarkcole","download_url":"https://codeload.github.com/robmarkcole/object-detection-app/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249121466,"owners_count":21216128,"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":["ai","object-detection","opencv","streamlit"],"created_at":"2024-08-01T13:01:31.605Z","updated_at":"2025-04-15T17:42:23.804Z","avatar_url":"https://github.com/robmarkcole.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"# object-detection-app\nSimple object detection app with streamlit. Upload an image and perform object detection. Adjust the confidence threshold to see how this affects predictions.\n\n\u003cp align=\"center\"\u003e\n\u003cimg src=\"https://github.com/robmarkcole/object-detection-app/blob/master/images/usage.jpg\" width=\"700\"\u003e\n\u003c/p\u003e\n\n## Run with Docker\nFrom the root dir:\n```\n    docker build -t robmarkcole/object-detection-app .\n    docker run -p 8501:8501 robmarkcole/object-detection-app:latest\n```\nThen visit [localhost:8501](http://localhost:8501/)\n\n## Development\nUsing [devcontainer](https://code.visualstudio.com/docs/remote/containers), see basic python [example repo](https://github.com/microsoft/vscode-remote-try-python) and [more advanced repo](https://github.com/microsoft/python-sample-tweeterapp). Use [this streamlit docker template](https://github.com/MrTomerLevi/streamlit-docker). Note you cannot docker run at the same time as the devcontainer as the ports clash.\n\n## References\nI took a lot of inspiration from [this article](https://www.pyimagesearch.com/2017/09/11/object-detection-with-deep-learning-and-opencv/) by Adrian Rosebrock.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frobmarkcole%2Fobject-detection-app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frobmarkcole%2Fobject-detection-app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frobmarkcole%2Fobject-detection-app/lists"}