公开数据集
数据结构 ? 0M
Data Structure ?
* 以上分析是由系统提取分析形成的结果,具体实际数据为准。
README.md
Context
Labeled datasets are useful in machine learning research.
Content
This public dataset contains approximately 9 million URLs and metadata for images that have been annotated with labels spanning more than 6,000 categories.
Tables:
1) annotations_bbox
2) dict
3) images
4) labels
Update Frequency: Quarterly
Querying BigQuery Tables
**[Fork this kernel to get started][3]**.
Acknowledgements
https://bigquery.cloud.google.com/dataset/bigquery-public-data:open_images
https://cloud.google.com/bigquery/public-data/openimages
APA-style citation: Google Research (2016). The Open Images dataset [Image urls and labels]. Available from github: https://github.com/openimages/dataset.
Use: The annotations are licensed by Google Inc. under CC BY 4.0 license.
The images referenced in the dataset are listed as having a CC BY 2.0 license. Note: while we tried to identify images that are licensed under a Creative Commons Attribution license, we make no representations or warranties regarding the license status of each image and you should verify the license for each image yourself.
Banner Photo by [Mattias Diesel][1] from [Unsplash][2].
Inspiration
Which labels are in the dataset?
Which labels have "bus" in their display names?
How many images of a trolleybus are in the dataset?
What are some landing pages of images with a trolleybus?
Which images with cherries are in the training set?
[1]: https://unsplash.com/@mattiasdiesel
[2]: https://unsplash.com/
[3]: https://www.kaggle.com/paultimothymooney/starter-kernel-for-open-images-dataset
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