https://github.com/dmitryryumin/oidv6

Download single or multiple classes from the Open Images V6 dataset (OIDv6)
https://github.com/dmitryryumin/oidv6

oidv6 open-images-dataset

Last synced: about 1 year ago
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Download single or multiple classes from the Open Images V6 dataset (OIDv6)

Host: GitHub
URL: https://github.com/dmitryryumin/oidv6
Owner: DmitryRyumin
License: mit
Created: 2020-06-01T18:08:30.000Z (about 6 years ago)
Default Branch: master
Last Pushed: 2020-11-18T10:36:56.000Z (over 5 years ago)
Last Synced: 2025-03-27T21:19:19.340Z (over 1 year ago)
Topics: oidv6, open-images-dataset
Language: Python
Homepage:
Size: 238 KB
Stars: 47
Watchers: 2
Forks: 20
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

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README

          # Download single or multiple classes from the OIDv6

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| [Release history](https://github.com/DmitryRyumin/OIDv6/blob/master/NOTES.md) | [Documentation in Russian](https://github.com/DmitryRyumin/OIDv6/blob/master/README_RU.md) |

| --- | --- |

## Installation

```shell script

pip install oidv6

```

## Update

```shell script

pip install --upgrade oidv6

```

## Required packages

| Packages | Min version | Current version |

| -------- | ----------- | --------------- |

`requests` | `2.23.0` | ![PyPI](https://img.shields.io/pypi/v/requests) |

`numpy` | `1.18.4` | ![PyPI](https://img.shields.io/pypi/v/numpy) |

`pandas` | `1.0.4` | ![PyPI](https://img.shields.io/pypi/v/pandas) |

`progressbar2` | `3.51.3` | ![PyPI](https://img.shields.io/pypi/v/progressbar2) |

`opencv-contrib-python` | `4.2.0.34` | ![PyPI](https://img.shields.io/pypi/v/opencv-contrib-python) |

`awscli` | `1.18.69` | ![PyPI](https://img.shields.io/pypi/v/awscli) |

## Useful resources

- [Official site Open Images Dataset V6](https://storage.googleapis.com/openimages/web/index.html)

- [List of all classes that can be downloaded](https://github.com/DmitryRyumin/OIDv6/blob/master/oidv6/classes.txt)

## [Class for multiple download of the OIDv6](https://github.com/DmitryRyumin/OIDv6/blob/master/oidv6/OIDv6.py)

### Command line arguments

| Argument                | Type | Description | Valid Values |

| -------------------------- | ---  | -------- | ------------------- |

| command | str | Boot command | `downloader` |

| command | str | Language
`Default value: en` | `en`
`ru` |

| --dataset | str | The root directory for saving OIDv6
`Default value: OIDv6` | - |

| --type_data | str | Dataset
`Default value: train` | `train`
`validation`
`test`
`all` |

| --classes | str | Sequence of class names or text file | - |

| --limit | int | Images Upload Limit
`Default value: 0 (no limit)` | From `0` to `∞` |

| --multi_classes | bool | Downloading classes in one directory | No value |

| --yes | bool | Automatic download metadata | No value |

| --no_labels | bool | No labeling | No value |

| --hide_metadata | bool | Вывод метаданных | No value |

| --no_clear_shell | bool | Do not clean the console before running | No value |

Examples


---

>  **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)"`

---

1. Downloading classes (`apple`, `banana`, `Kitchen & dining room table`) from the `train`, `validation` and `test` sets with labels in semi-automatic mode and image limit = `4` (Language: `Russian`)

    > CMD

    >

    > ```shell script

    > oidv6 downloader ru --dataset path_to_directory --type_data all --classes apple banana "Kitchen & dining room table" --limit 4

    > ```

2. Downloading training classes (`cat`, `dog`) from the `train` set with tags in automatic mode and image limit = `10` (Language: `English`)

    > CMD

    >

    > ```shell script

    > oidv6 downloader en --dataset path_to_directory --type_data train --classes Cat dOg --limit 10 --yes

    > ```

3. Downloading validation classes (see text file) from the `validation` set with labels in automatic mode and image limit = `10` (Language: `English`)

    > Text file

    >

    > ```text

    > person

    > Organ (Musical Instrument)

    > ```

    > CMD

    >

    > ```shell script

    > oidv6 downloader --dataset path_to_directory --type_data validation --classes text_file_path --limit 10 --yes

    > ```

4. 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`)

    > CMD

    >

    > ```shell script

    > oidv6 downloader --dataset path_to_directory --type_data all --classes axe calculator --limit 12 --multi_classes --yes

    > ```

ecosyste.ms

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https://github.com/dmitryryumin/oidv6

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