Fhrozen/open-image-narratives

Open Images V7 + Narratives

Original Source | Google Localized Narrative

📌 Introduction

This dataset collects the images and annotations from the original Open Images Dataset V7 and the annotations from the project localized-narratives.

Out of the 9M images, a subset of 1.9M images have been annotated with: bounding boxes, object segmentations, visual relationships, localized narratives, point-level labels, and image-level labels. (The remaining images have only image-level labels).

🙏 Acknowledgement

All credits to the original Open Images Dataset V7 and the localized-narratives teams.

📜 Cite

Please consider to cite the following related papers:

1. "Extreme clicking for efficient object annotation", Papadopolous et al., ICCV 2017.

2. "We don't need no bounding-boxes: Training object class detectors using only human verification", Papadopolous et al., CVPR 2016.

3. "The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale", Kuznetsova et al., arXiv:1811.00982 2018.

4. "Large-scale interactive object segmentation with human annotators", Benenson et al., CVPR 2019.

5. "Natural Vocabulary Emerges from Free-Form Annotations", Pont-Tuset et al., arXiv 2019.

6. "From couloring-in to pointillism: revisiting semantic segmentation supervision", Benenson et al., arXiv 2022.