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most citedOn The State of Data In Computer Vision: Human Annotations Remain Indispensable for Developing Deep Learning Models

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cs.CV2024

Let's Go Shopping (LGS) -- Web-Scale Image-Text Dataset for Visual Concept Understanding

Yatong Bai, Utsav Garg, Apaar Shanker +10

Vision and vision-language applications of neural networks, such as image classification and captioning, rely on large-scale annotated datasets that require non-trivial data-collec…