{"id":21151909,"url":"https://github.com/abhifuturetech/object-detection-via-tensorflow","last_synced_at":"2025-06-22T22:34:03.000Z","repository":{"id":239270640,"uuid":"799052659","full_name":"AbhiFutureTech/Object-detection-via-Tensorflow","owner":"AbhiFutureTech","description":"Use the Tensorflow Object Detection API with Tensorflow 2","archived":false,"fork":false,"pushed_at":"2024-07-31T15:09:20.000Z","size":27,"stargazers_count":7,"open_issues_count":0,"forks_count":3,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-08-01T19:16:59.684Z","etag":null,"topics":["api","computer-vision","docker","image-recognition","machine-learning","python","tensorflow","tensorflow2"],"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/AbhiFutureTech.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":"2024-05-11T03:58:00.000Z","updated_at":"2024-07-31T15:09:23.000Z","dependencies_parsed_at":"2024-05-11T06:21:04.753Z","dependency_job_id":"8b5b8c31-a5e6-4ae4-96ea-64157b755844","html_url":"https://github.com/AbhiFutureTech/Object-detection-via-Tensorflow","commit_stats":null,"previous_names":["patilabhi20/object_recongination.project_1","abhifuturetech/object-detection-via-tensorflow"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbhiFutureTech%2FObject-detection-via-Tensorflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbhiFutureTech%2FObject-detection-via-Tensorflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbhiFutureTech%2FObject-detection-via-Tensorflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbhiFutureTech%2FObject-detection-via-Tensorflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AbhiFutureTech","download_url":"https://codeload.github.com/AbhiFutureTech/Object-detection-via-Tensorflow/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":225532198,"owners_count":17483998,"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":["api","computer-vision","docker","image-recognition","machine-learning","python","tensorflow","tensorflow2"],"created_at":"2024-11-20T10:19:53.122Z","updated_at":"2024-11-20T10:19:53.636Z","avatar_url":"https://github.com/AbhiFutureTech.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Tensorflow Object Detection with Tensorflow 2\n\n![1_W3elu1yPiJ3bpj8MZrmvwA](https://github.com/patilabhi20/gesture-controlled-robotic-hand-by-using-CV/assets/157373320/69461b80-aa9a-4d40-90a0-42955450d4b4)\n\n\n\n## Installation\n\nYou can install the TensorFlow Object Detection API either with Python Package Installer (pip) or [Docker](https://www.docker.com/), an open-source platform for deploying and managing containerized applications. \n\n\n\n### Docker Installation\n\n```\n# From the root of the git repository (inside the models directory)\ndocker build -f research/object_detection/dockerfiles/tf2/Dockerfile -t od .\ndocker run -it od\n```\n\n### Python Package Installation\n\n```\ncd models/research\n# Compile protos.\nprotoc object_detection/protos/*.proto --python_out=.\n# Install TensorFlow Object Detection API.\ncp object_detection/packages/tf2/setup.py .\npython -m pip install .\n```\n\n\n```python\nimport os\nimport sys\nargs = sys.argv\ndirectory = args[1]\nprotoc_path = args[2]\nfor file in os.listdir(directory):\n    if file.endswith(\".proto\"):\n        os.system(protoc_path+\" \"+directory+\"/\"+file+\" --python_out=.\")\n```\n\n```\npython use_protobuf.py \u003cpath to directory\u003e \u003cpath to protoc file\u003e\n```\n\nTo test the installation run:\n\n```\n# Test the installation.\npython object_detection/builders/model_builder_tf2_test.py\n```\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabhifuturetech%2Fobject-detection-via-tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fabhifuturetech%2Fobject-detection-via-tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabhifuturetech%2Fobject-detection-via-tensorflow/lists"}