The Open Images Dataset V4: Unified Image Classification, Object Detection, and Visual Relationship Detection at Scale

Volume: 128, Issue: 7, Pages: 1956 - 1981
Published: Jul 1, 2020
Abstract
We present Open Images V4, a dataset of 9.2M images with unified annotations for image classification, object detection and visual relationship detection. The images have a Creative Commons Attribution license that allows to share and adapt the material, and they have been collected from Flickr without a predefined list of class names or tags, leading to natural class statistics and avoiding an initial design bias. Open Images V4 offers large...
Paper Details
Title
The Open Images Dataset V4: Unified Image Classification, Object Detection, and Visual Relationship Detection at Scale
Published Date
Jul 1, 2020
Volume
128
Issue
7
Pages
1956 - 1981
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