LAION-5B: An open large-scale dataset for training next generation image-text models.
Christoph SchuhmannRomain BeaumontRichard VencuCade GordonRoss WightmanMehdi ChertiTheo CoombesAarush KattaClayton MullisMitchell WortsmanPatrick SchramowskiSrivatsa KundurthyKatherine CrowsonLudwig SchmidtRobert KaczmarczykJenia JitsevPublished in: NeurIPS (2022)
Keyphrases
- input image
- single image
- million images
- image content
- image data
- image dataset
- image retrieval
- image analysis
- classifier training
- image features
- multiscale
- object detectors
- statistical model
- image segmentation
- outdoor images
- random fields
- image representation
- feature points
- high resolution
- image classification
- segmentation method
- training dataset
- bayesian framework
- image set
- web images
- probabilistic model
- low level
- image database
- test images
- text information
- image matching
- image sequences
- set of training images
- natural scene images
- information retrieval