Let's Go Shopping (LGS) - Web-Scale Image-Text Dataset for Visual Concept Understanding.
Yatong BaiUtsav GargApaar ShankerHaoming ZhangSamyak ParajuliErhan BasIsidora FilipovicAmelia N. ChuEugenia D. FomitchevaElliot BransonAerin KimSomayeh SojoudiKyunghyun ChoPublished in: CoRR (2024)
Keyphrases
- web scale
- million images
- web images
- image content
- visual concepts
- visual similarity
- image annotation
- image collections
- image search
- multiscale
- input image
- image data
- image features
- image representation
- image regions
- image retrieval
- image classification
- visual content
- high resolution
- low level
- semantic gap
- similarity measure
- image analysis
- test images
- semantic concepts
- training examples
- image understanding
- multi label
- keypoints
- machine learning
- image database
- supervised learning
- feature vectors
- feature extraction
- image segmentation
- computer vision