{"id":24011770,"url":"https://github.com/moshfiqur/dockerized-faster-rcnn","last_synced_at":"2026-05-03T11:33:10.684Z","repository":{"id":270386481,"uuid":"163111536","full_name":"moshfiqur/dockerized-faster-rcnn","owner":"moshfiqur","description":"A docerized micro-service implementation of object detection using Faster RCNN","archived":false,"fork":false,"pushed_at":"2018-12-25T21:24:57.000Z","size":6,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-25T14:38:37.961Z","etag":null,"topics":["docker","gunicorn","object-detection","python","tensorflow"],"latest_commit_sha":null,"homepage":null,"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/moshfiqur.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":"2018-12-25T21:07:51.000Z","updated_at":"2018-12-25T21:25:53.000Z","dependencies_parsed_at":null,"dependency_job_id":"e2694051-70f9-4870-962a-1d666067ff79","html_url":"https://github.com/moshfiqur/dockerized-faster-rcnn","commit_stats":null,"previous_names":["moshfiqur/dockerized-faster-rcnn"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/moshfiqur/dockerized-faster-rcnn","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/moshfiqur%2Fdockerized-faster-rcnn","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/moshfiqur%2Fdockerized-faster-rcnn/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/moshfiqur%2Fdockerized-faster-rcnn/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/moshfiqur%2Fdockerized-faster-rcnn/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/moshfiqur","download_url":"https://codeload.github.com/moshfiqur/dockerized-faster-rcnn/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/moshfiqur%2Fdockerized-faster-rcnn/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32567350,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-03T06:36:36.687Z","status":"ssl_error","status_checked_at":"2026-05-03T06:36:09.306Z","response_time":103,"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":["docker","gunicorn","object-detection","python","tensorflow"],"created_at":"2025-01-08T05:16:55.531Z","updated_at":"2026-05-03T11:33:10.680Z","avatar_url":"https://github.com/moshfiqur.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Object detection using Faster-RCNN in Docker\nA dockerized implementation of Faster-RCNN object detection running on gunicorn.\n\n### Prerequisite\n- The tensorflow models zoo available here https://github.com/tensorflow/models. The downloaded path should be used instead of `/srv/downloads/ml-datasets/tf-models`.\n- The already trained Faster-RCNN model named faster_rcnn_inception_resnet_v2_atrous_lowproposals_oid_2018_01_28\n can be downloaded from [here][1]. The downloaded models should be available as in `/srv/downloads/ml-datastes/pretrained-models/faster_rcnn_resnet_v2`.\n\n[1]: http://download.tensorflow.org/models/object_detection/faster_rcnn_inception_resnet_v2_atrous_lowproposals_coco_2018_01_28.tar.gz\n\nFor other interesting trained models, check [here][2].\n\n[2]: https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md\n\n### Build command\n```\n$ docker build -t faster-rcnn .\n```\n\n### Run command\n\nRun with interactive shell access to container\n```\n$ docker run -it \\\n    -v /srv/downloads/ml-datasets/tf-models:/usr/src/app/tf-models:ro \\\n    -v /srv/downloads/ml-datasets/pretrained-models/faster_rcnn_resnet_v2:/usr/src/app/models:ro \\\n    faster-rcnn bash\n```\n\nRun to test the app in action. We needed to increase the memory limit using `-m 4g` for the object detection model to work.\n```\n$ docker run \\\n    -v /srv/downloads/ml-datasets/tf-models:/usr/src/app/tf-models:ro \\\n    -v /srv/downloads/ml-datasets/pretrained-models/faster_rcnn_resnet_v2:/usr/src/app/models:ro \\\n    -p 10080:10080 \\\n    -m 4g faster-rcnn\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmoshfiqur%2Fdockerized-faster-rcnn","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmoshfiqur%2Fdockerized-faster-rcnn","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmoshfiqur%2Fdockerized-faster-rcnn/lists"}