Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts.

Soravit Changpinyo Piyush Sharma Nan Ding Radu Soricut

Published in: CoRR (2021)

Keyphrases

visual concepts
web scale
web images
image content
image collections
image search
long tail

image features
input image
image annotation
image classification
multiscale
semantic gap
visual content

visual features
high resolution
image retrieval
image representation
image data
video content
low level

keywords
semantic concepts
positive examples
image segmentation
image matching
multi label
natural language processing