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

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 with...

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Bibliographic Details

Published in:	International journal of computer vision Vol. 128; no. 7; pp. 1956 - 1981
Main Authors:	Kuznetsova, Alina, Rom, Hassan, Alldrin, Neil, Uijlings, Jasper, Krasin, Ivan, Pont-Tuset, Jordi, Kamali, Shahab, Popov, Stefan, Malloci, Matteo, Kolesnikov, Alexander, Duerig, Tom, Ferrari, Vittorio
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.07.2020
Subjects:	Artificial Intelligence Computer Imaging Computer Science Image Processing and Computer Vision Pattern Recognition Pattern Recognition and Graphics Vision Ground-truth dataset Visual relationship detection Object detection Image classification
ISSN:	0920-5691, 1573-1405
Online Access:	Get full text
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