{"id":14959157,"url":"https://github.com/junjuew/tf_object_detection","last_synced_at":"2025-10-24T16:31:20.183Z","repository":{"id":56278922,"uuid":"203419058","full_name":"junjuew/tf_object_detection","owner":"junjuew","description":"A Thin Wrapper around Tensorflow Object Detection API for Easy Installation and Use","archived":false,"fork":false,"pushed_at":"2020-11-17T06:07:06.000Z","size":69,"stargazers_count":7,"open_issues_count":1,"forks_count":6,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-31T03:13:31.617Z","etag":null,"topics":["computer-vision","deep-learning","deep-neural-networks","dependency","object-detection","object-recognition","pypi","tensorflow","tensorflow-models"],"latest_commit_sha":null,"homepage":"","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/junjuew.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":"2019-08-20T17:01:37.000Z","updated_at":"2021-11-10T14:21:29.000Z","dependencies_parsed_at":"2022-08-15T15:50:52.911Z","dependency_job_id":null,"html_url":"https://github.com/junjuew/tf_object_detection","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/junjuew%2Ftf_object_detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/junjuew%2Ftf_object_detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/junjuew%2Ftf_object_detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/junjuew%2Ftf_object_detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/junjuew","download_url":"https://codeload.github.com/junjuew/tf_object_detection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":237999688,"owners_count":19399922,"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":["computer-vision","deep-learning","deep-neural-networks","dependency","object-detection","object-recognition","pypi","tensorflow","tensorflow-models"],"created_at":"2024-09-24T13:18:57.297Z","updated_at":"2025-10-24T16:31:14.873Z","avatar_url":"https://github.com/junjuew.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# tf_object_detection [![PyPI version][pypi-image]][pypi] [![Build Status][travis-image]][travis]\n\n[travis-image]: https://travis-ci.org/junjuew/tf_object_detection.svg?branch=master\n[travis]: http://travis-ci.org/junjuew/tf_object_detection\n\n[pypi-image]: https://badge.fury.io/py/tf-object-detection.svg\n[pypi]: https://pypi.org/project/tf-object-detection/\n\nThis is a thin wrapper around [Tensorflow Object Detection API](https://github.com/tensorflow/models/tree/master/research/object_detection) for easy installation and use. The original [installation procedure](https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/installation.md) contains multiple manual steps that make dependency management difficult. This repository creates a pip package that automate the installation so that you can install the API with a single pip install.\n\n## Installation\n\n```\npip install tf-object-detection[tf]\n\n```\n\nOr for tensorflow with GPU support,\n\n```\npip install tf-object-detection[tf-gpu]\n\n```\n\n## Usage\n\nAll the scripts from tensorflow object detection APIs work out-of-box. \nYou can find an example usages from the API's [model_main.py](https://github.com/tensorflow/models/blob/master/research/object_detection/model_main.py).\n\n```\nimport object_detection\n```\n\n\n## What's in here\n\n* [setup.py](setup.py): The python packaging script.\n* `PROTOC` Environment variable should be set so that `setup.py` can compile as\n  part of the `setup.py` execution.\n\n```bash\n# Download and setup all required dependencies required for tensorflow object \n# detection libarary to work correctly.\n$ python setup.py install\n```\n\n* tf_object_detection: A git submodule pointing to the version of tensorflow object detection this thin wrapper is for.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjunjuew%2Ftf_object_detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjunjuew%2Ftf_object_detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjunjuew%2Ftf_object_detection/lists"}