{"id":18889074,"url":"https://github.com/dmitryryumin/oidv6","last_synced_at":"2025-04-14T23:24:38.901Z","repository":{"id":37760452,"uuid":"268596481","full_name":"DmitryRyumin/OIDv6","owner":"DmitryRyumin","description":"Download single or multiple classes from the Open Images V6 dataset (OIDv6)","archived":false,"fork":false,"pushed_at":"2020-11-18T10:36:56.000Z","size":244,"stargazers_count":47,"open_issues_count":0,"forks_count":20,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-27T21:19:19.340Z","etag":null,"topics":["oidv6","open-images-dataset"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/DmitryRyumin.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":"2020-06-01T18:08:30.000Z","updated_at":"2025-03-12T05:11:43.000Z","dependencies_parsed_at":"2022-09-09T00:21:21.583Z","dependency_job_id":null,"html_url":"https://github.com/DmitryRyumin/OIDv6","commit_stats":null,"previous_names":[],"tags_count":6,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DmitryRyumin%2FOIDv6","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DmitryRyumin%2FOIDv6/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DmitryRyumin%2FOIDv6/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DmitryRyumin%2FOIDv6/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DmitryRyumin","download_url":"https://codeload.github.com/DmitryRyumin/OIDv6/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248976500,"owners_count":21192407,"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":["oidv6","open-images-dataset"],"created_at":"2024-11-08T07:47:25.937Z","updated_at":"2025-04-14T23:24:38.875Z","avatar_url":"https://github.com/DmitryRyumin.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Download single or multiple classes from the OIDv6\n\n![PyPI](https://img.shields.io/pypi/v/oidv6)\n![PyPI - Python Version](https://img.shields.io/pypi/pyversions/oidv6)\n![PyPI - Implementation](https://img.shields.io/pypi/implementation/oidv6)\n![GitHub repo size](https://img.shields.io/github/repo-size/dmitryryumin/oidv6)\n[![Downloads](https://pepy.tech/badge/oidv6)](https://pepy.tech/project/oidv6)\n![PyPI - Status](https://img.shields.io/pypi/status/oidv6)\n![PyPI - License](https://img.shields.io/pypi/l/oidv6)\n\n| [Release history](https://github.com/DmitryRyumin/OIDv6/blob/master/NOTES.md) | [Documentation in Russian](https://github.com/DmitryRyumin/OIDv6/blob/master/README_RU.md) |\n| --- | --- |\n\n## Installation\n\n```shell script\npip install oidv6\n```\n\n## Update\n\n```shell script\npip install --upgrade oidv6\n```\n\n## Required packages\n\n| Packages | Min version | Current version |\n| -------- | ----------- | --------------- |\n`requests` | `2.23.0` | ![PyPI](https://img.shields.io/pypi/v/requests) |\n`numpy` | `1.18.4` | ![PyPI](https://img.shields.io/pypi/v/numpy) |\n`pandas` | `1.0.4` | ![PyPI](https://img.shields.io/pypi/v/pandas) |\n`progressbar2` | `3.51.3` | ![PyPI](https://img.shields.io/pypi/v/progressbar2) |\n`opencv-contrib-python` | `4.2.0.34` | ![PyPI](https://img.shields.io/pypi/v/opencv-contrib-python) |\n`awscli` | `1.18.69` | ![PyPI](https://img.shields.io/pypi/v/awscli) |\n\n## Useful resources\n\n- [Official site Open Images Dataset V6](https://storage.googleapis.com/openimages/web/index.html)\n- [List of all classes that can be downloaded](https://github.com/DmitryRyumin/OIDv6/blob/master/oidv6/classes.txt)\n\n## [Class for multiple download of the OIDv6](https://github.com/DmitryRyumin/OIDv6/blob/master/oidv6/OIDv6.py)\n\n### Command line arguments\n\n| Argument\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp; | Type | Description | Valid Values |\n| -------------------------- | ---  | -------- | ------------------- |\n| command | str | Boot command | `downloader` |\n| command | str | Language\u003cbr\u003e`Default value: en` | `en`\u003cbr\u003e`ru` |\n| --dataset | str | The root directory for saving OIDv6\u003cbr\u003e`Default value: OIDv6` | - |\n| --type_data | str | Dataset\u003cbr\u003e`Default value: train` | `train`\u003cbr\u003e`validation`\u003cbr\u003e`test`\u003cbr\u003e`all` |\n| --classes | str | Sequence of class names or text file | - |\n| --limit | int | Images Upload Limit\u003cbr\u003e`Default value: 0 (no limit)` | From `0` to `∞` |\n| --multi_classes | bool | Downloading classes in one directory | No value |\n| --yes | bool | Automatic download metadata | No value |\n| --no_labels | bool | No labeling | No value |\n| --hide_metadata | bool | Вывод метаданных | No value |\n| --no_clear_shell | bool | Do not clean the console before running | No value |\n\n\u003ch4 align=\"center\"\u003e\u003cspan style=\"color:#EC256F;\"\u003eExamples\u003c/span\u003e\u003c/h4\u003e\n\n---\n\n\u003e  **Note!** Classes that are composed of several words should be surrounded by quotation marks (if they are passed directly to the command line). For example: `\"Organ (Musical Instrument)\"`\n\n---\n\n1. Downloading classes (`apple`, `banana`, `Kitchen \u0026 dining room table`) from the `train`, `validation` and `test` sets with labels in semi-automatic mode and image limit = `4` (Language: `Russian`)\n\n    \u003e CMD\n    \u003e\n    \u003e ```shell script\n    \u003e oidv6 downloader ru --dataset path_to_directory --type_data all --classes apple banana \"Kitchen \u0026 dining room table\" --limit 4\n    \u003e ```\n\n2. Downloading training classes (`cat`, `dog`) from the `train` set with tags in automatic mode and image limit = `10` (Language: `English`)\n\n    \u003e CMD\n    \u003e\n    \u003e ```shell script\n    \u003e oidv6 downloader en --dataset path_to_directory --type_data train --classes Cat dOg --limit 10 --yes\n    \u003e ```\n\n3. Downloading validation classes (see text file) from the `validation` set with labels in automatic mode and image limit = `10` (Language: `English`)\n\n    \u003e Text file\n    \u003e\n    \u003e ```text\n    \u003e person\n    \u003e Organ (Musical Instrument)\n    \u003e ```\n\n    \u003e CMD\n    \u003e\n    \u003e ```shell script\n    \u003e oidv6 downloader --dataset path_to_directory --type_data validation --classes text_file_path --limit 10 --yes\n    \u003e ```\n\n4. Downloading classes (`axe`, `calculator`) in one directory from the `train`, `validation` and `test` sets with labels in automatic mode and image limit = `12` (Language: `English`)\n\n    \u003e CMD\n    \u003e\n    \u003e ```shell script\n    \u003e oidv6 downloader --dataset path_to_directory --type_data all --classes axe calculator --limit 12 --multi_classes --yes\n    \u003e ```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdmitryryumin%2Foidv6","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdmitryryumin%2Foidv6","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdmitryryumin%2Foidv6/lists"}