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Diffusion-based Data Augmentation for Object Counting Problems

Published in arXiv (Cornell University) • Jan 25, 2024
NobleIDNI9P38W73R81S03
Authors:
Zhen Wang
,
Yuelei Li
,
Jia Wan

Abstract

Crowd counting is an important problem in computer vision due to its wide range of applications in image understanding. Currently, this problem is typically addressed using deep learning approaches, such as Convolutional Neural Networks (CNNs) and Transformers. However, deep networks are data-driven...

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